Machine Learning for Data Science

Machine learning is becoming a more essential technique in data science and data analysis, because of its potential to automate intelligence-intensive operations like image recognition and data processing.

In this guide on machine learning for data science, we will show you why machine learning is so powerful, how it works, and what you can do with it to make your work easier and more productive.

What is machine learning?

Machine learning is an artificial intelligence discipline that allows computers to learn without having to be explicitly taught. 

It’s also linked to statistical inference, which entails maximizing the probability of an event based on limited evidence.

 Machine learning, on the other hand, allows computers to derive meaning from data by recognizing patterns, making predictions, and making decisions. Rather than telling a computer how to solve an issue. 

Machine learning provides a system with training examples that teach it about the correlations between various inputs and outputs so that it can learn on its own.

Companies may optimize their operations considerably faster with this technique than they could if they tried to figure everything out in advance. Cloud computing services like Amazon Web Services are becoming increasingly popular among startups and small companies.

People that wish to apply machine learning or incorporate machine learning capabilities into their products or services but don’t know where to begin should act now.

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What are the Applications of machine learning?

Any algorithm that learns from data relies on machine learning. In machine learning, we often provide a computer with a large number of instances of anything, such as cat photographs, so that it may develop its own rules for determining whether future events will be similar or not.

In large data analytics, machine learning has become extremely significant. 

• When you search for people on LinkedIn, for example, you may use machine learning to find people with particular job titles

 

• Your incoming email is automatically classified by Gmail.

 

• Amazon suggests books depending on what you’ve recently purchased.

 

• Google searches get more accurate with every query you make.

 

• Netflix chooses what movies you might like. 

Artificial neural networks, support vector machines, decision trees, Bayesian networks, and evolutionary algorithms are among the machine learning techniques used in these applications.

• These techniques allow computers to learn without having to be programmed directly. Companies like Google, Facebook, and Microsoft employ machine learning to create products that are tailored to their users’ demands.

 If you want to work at these firms or construct your own machine learning application using these technologies as an analyst or data scientist, you’ll need a thorough understanding of machine-learning concepts.

How to get started with Machine Learning

The first step in getting started with machine learning is selecting how much time you want to devote to learning and using machine learning ideas.

Machine learning is more specialized than other computing topics, hence it takes some time to become proficient with it. But, thankfully, there are numerous ways to get started.

 If you have the time, consider taking classes like Coursera or Udacity to learn more about machine learning. These courses include both fundamental and advanced algorithms and approaches. They also offer case studies that demonstrate how these strategies might be used in the real world. 

Python is one of the greatest languages for developing machine learning models since the scikit-learn library includes hundreds of different algorithms built right in, making it simple to experiment with different approaches while building your models.

 Because Python was created expressly for data science, its syntax prioritizes readability and ease of use over sheer performance, even beginners can easily build useful models without worrying about low-level matters like memory management or threading issues. They’re excellent resources for learning more about machine learning.

Resources for getting started

Andrew Ng’s Machine Learning Crash Course on Coursera is a great place to start learning about machine learning for data science. The course provides a general introduction to machine learning topics.

In addition, there are a number of online resources dedicated to data science machine learning. 

Kaggle hosts competitions and courses that use real-world examples to teach machine-learning concepts. 

Also, if you are interested in a career in machine learning, keep an eye out for job openings from companies like:

• Facebook

 

•  Amazon

 

• IBM Watson Health (formerly known as IBM Watson), 

 

• Microsoft Azure Machine Learning Studio, etc. 

Here are the steps to get started with machine learning

•  Step 1: Figuring out what kind of model your company needs. 

For instance, a credit card company might decide it wants to develop a model that identifies fraudulent transactions. 

In that case, it would probably want to build a classifier model (also known as supervised learning). 

If it wants to utilize machine learning to identify users who are likely to churn or discontinue using its service, it would most likely create an unsupervised model, often known as clustering. 

Reinforcement learning models and evolutionary computation models are examples of different sorts of models.

• Step 2: Pick a programming language Machine learning:

Python, R, and C++ are just a few examples of programming languages that can be used to accomplish this. 

However, each has advantages and disadvantages; for example, Python is easier to learn than R but is less powerful than C++.

In case you are just starting out, it makes sense to choose a language that will let you focus on learning about machine learning rather than on learning how to program.  

•  Step 3: Define your goal 

Before you begin building a model, make sure you understand exactly what problem you’re trying to solve. 

Different problems require different approaches, so don’t assume that because one worked for another company that it will work for yours too. 

This may sound self-evident, but it’s all too easy to get caught up in the thrill of sparkling new technology without considering if they’re truly necessary. 

Before you start creating your model, you should also specify success criteria like What does success look like, for example? Is it really cutting customer churn by 10%? Or Is it saving $1 million in fraud losses? 

Whatever criteria you use, make sure everyone involved is aware of them and understands why they are important because It’s difficult to tell when you’ve arrived without knowing where you’re going.

• Step 4: Create a data science team

 It’s time to assemble a team now that you’ve outlined your objectives. Many data scientists find themselves reporting to business leaders directly or to someone who reports to business leaders directly. 

In either case, data scientists must work closely with people inside their organization unlike software developers and data scientists that rarely operate alone.

So, it’s a good idea to create a cross-functional team that includes representatives from various departments. In addition to data scientists, your team should include representatives from marketing, sales, and engineering. 

• Step 5: Determine your approach 

After you’ve put together your cross-functional team, you’ll need to decide how you’ll proceed. Do you want to create a model that can predict the future based on historical data? Or do you want to create a model that makes real-time decisions? 

Do you want to create a model that will improve your customers’ experience and help you run your business more efficiently?

• Step 6: Build your model 

The next stage is to begin creating your model once you’ve selected which strategy is ideal for your firm.

Top 15 places where ML can be applied

Here are the top 15 places where Machine learning can be applied:

 

• Classification

 

•  Clustering

 

•  Modeling

 

• Graphical models 

 

• Natural language processing

 

• Regression 

 

• Feature selection 

 

• Active learning

 

• Reinforcement learning 

 

• Ensemble methods 

 

• Unsupervised learning 

 

• Semi-Supervised learning 

 

• Graph embeddings

 

• Spectral clustering 

 

• Deep neural networks 

Machine learning for data science Cornell

Machine learning and data science are very popular topics in computer science these days. Most people probably associate data science with finding insights from data, so you might think that machine learning is something else entirely. 

However, machine learning is a subfield of data science, and it’s one of its most important fields. In fact, many tools used by data scientists rely on machine learning algorithms to generate insights. Here’s why it’s such an important part of what you’ll do as a data scientist. 

In order to learn more about Machine Learning and how it applies to Data Science, I did a bit of research into how each term is defined individually and then looked at their relationship together as well. 

According to Google’s search trends, both terms have been growing steadily over time; however, machine learning has been gaining ground over data science. It seems that machine learning will only continue to gain popularity going forward because of all the opportunities it presents.

Machine learning for data science and analytics by Columbia university via edx

This is a great introduction to machine learning and data science. This course will provide a broad overview of several important topics in machine learning and data science, including linear regression, decision trees, naive Bayes, support vector machines (SVMs), k-nearest neighbors (KNNs), clustering, neural networks, natural language processing (NLP), recommendation systems and deep learning. 

You can access the videos in most countries without an edX account; however, an account is required to take quizzes.

Conclusion

Machine learning techniques are becoming more widespread in your day-to-day life, even if you aren’t aware of it. Machine learning plays a crucial role in defining how we engage with technology, whether you’re using Netflix or Google Analytics.

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Why Can’t I Upload Multiple Photos on Instagram?

Have you ever tried to upload multiple photos to Instagram at once? If so, you may have noticed that the app allows you to only add one photo per Instagram Story. 

The ability to upload multiple photos on Instagram was one of the biggest features in the app’s new version, but there are some pretty good reasons why it’s not available yet. 

In this article, we’ll discuss why you can’t upload multiple photos on Instagram and when you might be able to do it in the future.

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Why can’t I upload multiple photos on Instagram?

There’s no reason to spend a lot of time or money customizing your account if you can’t even use it to post photos. 

It is not hard at all to do, but there are some things that you need to know about how it works. If you’re having trouble uploading multiple photos in one go, here are some troubleshooting tips. 

Before we get started, though, make sure that you’ve set up your account so that it is ready for photo sharing. 

Follow these steps: 

• Make sure your profile picture is uploaded and selected; 
• Change any settings under your profile; 
• Turn off location services if they are turned on.

Upload a cover photo or choose one of your own photos. You also want to be sure that you have enough storage space on your phone or tablet. 

You’ll need at least 5GB of storage space available before you can upload more than one photo per session. 

Once everything is good to go, follow these instructions: 

• Open Instagram; 
• Tap Add Photo; 
• Select an image from your gallery (or take a new one); 
• Tap Done; 
• Repeat with as many images as you’d like; 
• Tap Next when finished. 

That’s all there is to it! Now, whenever you want to add another image after taking several pictures in succession, just repeat those same steps again until you have uploaded as many images as you would like.

Why can’t I add multiple photos to an instagram post

If you’re an avid Instagram user, chances are you have a backlog of photos that have yet to be uploaded. 

For most people, that probably isn’t a big deal, but for those who curate their image meticulously, it may seem like a huge annoyance. 

If you want to be able to add multiple photos to your post in one fell swoop, however, it is possible. 

Here’s how: 

• Make sure your post isn’t still being edited. If it is, hit Done and save changes instead of Previewing and Posting at once. 
• Tap each photo individually, select Add Media from your phone’s menu bar and then choose Multiple Photos. 
• Choose Upload Photos. You can upload all of them at once or just some (and if you decide later that you don’t want to include a particular photo after all, just tap it again and choose Delete from your phone’s menu bar). 
• Once they’re uploaded, tap Next. Choose where they should go in your order (if applicable) by tapping next to each photo’s name until you find its spot. 
• When everything looks good, tap Next again until you reach the final screen with options for text, filters, and location tagging. 
• Edit your caption as needed, enter any hashtags you’d like to use, and tap Next again. Select when you’d like your post to appear by choosing either Now or Later and then tap Share. 

And voila! You now know how to add multiple photos to Instagram posts!

Why can’t I upload multiple photos on Instagram story?

When you first start out on Instagram, it may not occur to you that there’s a limit to how many photos you can upload in one sitting. 

But, if you’re going to post more than five or six photos at once, there are a few different workarounds you’ll need to get creative with. 

If your goal is to grow your following and have followers engaging with your photos, there are some specific reasons why uploading multiple pictures at once might be useful for both of those goals (more on that in a bit). 

To begin though, here’s a step-by-step guide for when and how it’s possible to upload multiple photos within one post. 

A way of doing so: 

Posting multiple photos through photo editing software Uploading individual images via URL. We’ll go over it below. 

Using Photo Editing Software: The easiest way to upload multiple photos in one post is by using photo editing software like Photoshop or Lightroom. 

Once you’ve finished shooting your set, edit them together into a single image (you can also use collage apps like PicFrame ). 

Once they’re all combined into one file, open up your favorite social media app, whether it’s Instagram, Facebook, Twitter, Tumblr, etc., and select Upload Media from the top menu bar.

The fixes to post multiple photos on Instagram

Here’s how to do it in 3 easy steps. Do you have an Android phone or tablet? You’re going to want to check out these solutions instead! 

You won’t be able to post multiple photos at once if you are using an iPhone or iPad, but there are still a few things you can do! 

If you don’t like any of those options, consider switching to an Android device. If all else fails and you just can’t wait for Instagram to add support for posting multiple photos, then it might be time to try another photo-sharing app entirely. 

Take a look at our list of alternatives here: 

10 Best Alternatives To Instagram For Android And iOS. 

1. Use a third-party tool to upload multiple photos: 

There are several apps that will let you upload multiple photos from your camera roll without having to actually use Instagram itself. These include Instasize, PhotoGrid, PicFrame, and more. 

2. Use Facebook Messenger: 

This is probably one of my favorite tricks for uploading lots of pictures at once because it also lets me share them with friends via text message as well as Facebook, Twitter, and other social networks, but only after they’ve been uploaded to my account first. 

Here’s how to set up Facebook Messenger so you can post multiple photos on Instagram: 

• Open up Settings > Account Settings > Chat Apps.

• Make sure that Send Photos is turned on. 
• Open up Facebook Messenger and tap + (at the bottom right) > New Message.
• Tap Add Photo or Video and choose which images you’d like to send. 

Note: It doesn’t matter if these are new images or ones already saved in your Camera Roll; they’ll appear in your conversation thread either way. 

• Repeat Step 4 until you’ve added all of your images/videos, then hit Send.

 When someone views your conversation thread, they’ll see each image/video individually (in a carousel), which means they’ll have to swipe through them one by one. 

While some people may prefer to view their conversations like this, others may not. 

Fortunately, there’s a quick fix: 

Just tap and hold on to any individual photo/video within your conversation thread. 

A menu will pop up with three options: Save Image / Save Video / Save All Images / Save All Videos. 

Choose Save All and all of your images/videos will be saved into a single album within your Camera Roll. 

From here, you can save them to your computer or share them however you’d like. 

3. Use Google Drive:

Another option is to upload multiple photos directly from Google Drive onto Instagram and yes, it works even if you don’t have an Android device!

The photo limit does not apply in a private account

Unfortunately, for most people that are using Instagram for business purposes, it does not allow multiple photos to be uploaded to a private account. 

There is a way to get around it and have unlimited pictures with it though. You have to make your account public, but you can use it as a business account if you don’t want people seeing your personal photos at all times. 

That should help you out so that you won’t run into any issues with photo limits. 

However, there is no option to upload more than one picture per post. This makes sense because it helps keep Instagram from getting too cluttered up with images. 

It also allows them to focus on creating a better experience for their users instead of trying to figure out how they could expand their options while still keeping things simple enough for everyone else. 

So, unfortunately, there isn’t much you can do about uploading more than one picture per post unless you switch over to a business account or start paying extra money each month. But either way, we hope that helps! Good luck!

How to post multiple pictures on Instagram reel?

After you’ve taken your photo, select it from your camera roll and tap Done. You should then see a large red ribbon that says, Choose Filter. 

It will automatically apply a filter to your photo, but you can change it before you post. To select another picture in your reel, tap on one of them and it will enlarge. 

Now you can drag them up or down to rearrange them. To remove a picture from your reel, simply press and hold on to its icon until they start wiggling; then drag it off-screen or just tap again to return to normal size. 

The best part is when you’ve got all of your pictures arranged exactly how you want them, tap Next in the bottom right corner! 

For those who aren’t sure why they can only upload one photo at a time, there are two reasons for that: 

Firstly, Instagram only allows users to share photos (and videos) with their followers. 

If you’re uploading multiple photos at once, people who don’t follow you won’t be able to see them, which defeats the point of posting them in the first place! 

Secondly, posting multiple photos at once means more work for Instagram’s servers – so if too many people do it at once, it could slow things down for everyone else.

Instagram won’t let me post multiple photos

If you want to upload multiple photos to your story, you need to add them as a set. Tap your avatar in the top right corner of your screen. 

It will bring up a menu with two options: Profile and Camera Roll. Tap Camera Roll to select more than one photo. Once you’re done selecting images, tap Done. 

In addition, if you want to move pictures between albums, make sure both albums are saved first (you can do that through iCloud or iTunes). 

Then, open either Album A or Album B and tap Select in the top left corner of your screen. 

Tap all of those photos you want from Album A or Album B and then tap another album. 

Finally, tap Save at the bottom of your screen. All done!

How to clear cache on Instagram on Android devices

Under this heading, I’m going to be answering a question that has been plaguing Android users everywhere: How do you clear cache on Instagram? 

So many people have reached out in desperation when they make an attempt to upload multiple photos but get nothing but Cannot post: Invalid Media over and over again. 

As it turns out, clearing your cache is exactly what you may need to do for your next set of vacation pics. 

Here are instructions for how to clear cache on Instagram for Android devices. 

1) First, open Instagram from your home screen. 

2) Next, tap on three vertical dots at the top right corner of the screen (right above Profile). 

3) Now tap Settings > Storage & Backup > Clear Cache. And there you go! 

You should now be able to upload multiple photos without getting any errors whatsoever!

If not, try uninstalling and reinstalling Instagram or restarting your device first before attempting again.

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Best Tools for Machine Learning 2022: stay ahead of the curve! With the explosion of data and an increase in real-time computing capabilities, machine learning is set to transform every facet of business, science, and technology over the next several years. 

To leverage these trends as they arise, you’ll need to keep up with the latest developments in ML technologies and techniques to stay ahead of the curve. Luckily, we’ve done some of the research so you don’t have to!

Overview

This is a constantly updated list that provides an overview of what are, in my opinion, are best tools in the machine learning field.

 For each tool, I will also mention when to use them and when they should be avoided. The best way to learn machine learning and to get better at it is through practice and by reading tutorials/papers. 

My advice is that before you go into any problem of your own, check if there are not already open-source implementations out there. 

That will provide you with a good starting point, some sample code, and more important information about specific gotchas.

After that, start playing around with them. If you want to see how they work without going through all those steps then head over to Kaggle and try their ML challenges, here you can find almost every algorithm implemented using different libraries or frameworks so you can test drive it right away. 

It’s important though to note that these challenges are meant as fun games so don’t expect too much from them in terms of difficulty or time limit, but if nothing else, just solving these problems may teach you something new about machine learning algorithms themselves. 

When looking for resources online remember that most people are trying to sell something so take everything with a grain of salt and always ask yourself does it make sense? before following along blindly just because someone else says so. 

And finally, do NOT trust software reviews, everyone has a personal preference which means that even if everyone agrees that library X is great it doesn’t mean it really is. So let me repeat again: Do NOT trust software reviews. 

Instead, check online forums where people discuss the pros and cons of various libraries (e.g., /r/machinelearning) or search for relevant questions on StackOverflow (but keep in mind you’ll need to filter out noise).

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Best Tools for Machine Learning 2022:  Deeplearning4j

This framework offers Java, Scala, and Clojure bindings for popular deep learning tools like TensorFlow, Theano, and Caffe. Deeplearning4j was originally developed by NeuroDimension, which was acquired by Twitter in 2015; it continues to be actively developed and supported. 

According to one user on Stack Overflow, you can use DL4J to build neural networks from scratch with minimal code. 

It also comes with its own Jupyter notebook server. If you’re new to machine learning or just want an easy way to try out deep learning, then DL4J is worth checking out.

Theano is an open-source library that enables developers and data scientists to define, optimize, and solve mathematical expressions involving multi-dimensional arrays effectively and efficiently. 

It uses Python as its main programming language and has many advanced features that make it easier for developers and data scientists who are familiar with Python syntax to express their models at a high level of abstraction before translating them into efficient GPU code during training time. 

In addition, Theano provides support for dynamic compilation so you can compile your model on the fly when needed and also supports CPU mode so you can run your model in a non-GPU environment such as on your laptop or development machine. 

If you’re interested in using deep learning algorithms in your project but want to avoid getting bogged down by low-level implementation details then Theano might be worth checking out.

The scikit-learn project provides tools for data mining and machine learning using Python. It includes different clustering algorithms including gradient boosting machines, support vector machines, random forests, classifications, regression, and k-means clustering among others.

TensorFlow

If you’re just getting started with deep learning, Google’s TensorFlow is one of your best bets. The machine-learning framework has been used in a variety of applications, including beating world champions at Go and recognizing handwritten numbers. 

Its flexibility makes it easy to plug into other tools, too, for example, most ML researchers use TensorFlow when developing new algorithms. But if you’re just getting started with machine learning (or want to focus on convolutional neural networks), there are easier options out there; check out a few below. 

In recent years, several different open-source alternatives have emerged that don’t require writing code from scratch, which can be challenging for beginners. 

Some allow you to train models using popular frameworks like Keras or PyTorch, which contain prebuilt layers that work in certain contexts. 

They still require some coding knowledge and experience working with complex algorithms, but they offer a quick way to get going without digging into internals immediately. 

OpenPose and Caffe2 offer an even simpler option than building models from scratch: they provide an API that allows users to quickly create models based on pictures instead of raw data. 

In addition to these options, there are many tools that focus on specific tasks within machine learning. If you want to build a chatbot or other type of AI-powered virtual assistant, check out IBM Watson Assistant; if you want to use computer vision techniques like deep learning and neural networks, consider Google TensorFlow Lite; if you want to do natural language processing (NLP), take a look at Amazon Lex; if your goal is image recognition and object detection, Microsoft Cognitive Toolkit could be right for you. 

And finally, if your goal is reinforcement learning (and not focused specifically on deep learning), DeepMind Lab could help make it easier.

Caffe

If there’s one software package out there that you should know about, it’s Caffe. This deep learning framework has been around for a while, but it continues to mature and improve as new people take an interest in machine learning. 

One recent version of Caffe contains hundreds of bug fixes, plus some significant upgrades to its syntax and how developers work with it. Caffe is best suited for those with experience in object-oriented programming (OOP) and is typically used with Python or C++. 

In fact, using OOP with any neural network is a must. It will help you understand what’s going on under the hood, especially when things go wrong. But don’t worry if you don’t have much coding experience; there are lots of tutorials online to get started. 

You can also check out caffe2, which was developed by Facebook engineers and uses a more simplified approach than Caffe. That said, Caffe is still preferred by many because it allows users to customize their own layers, which means they can create their own models instead of relying on prebuilt ones. 

Plus, since it’s open-source and free to use, many companies are willing to spend time improving it further, making sure all bugs are squashed and future versions include even more features for building better AI systems.

Best Tools for Machine Learning 2022:  Apache Spark MLLib

Apache Spark is an open-source distributed computing framework and a core component in many machine learning pipelines. 

While it’s known as a batch processing system, some of its capabilities can be applied to real-time data streams. MLLib (short for Machine Learning Library) makes it easy to work with Spark’s distributed data storage (RDD) API. 

It includes algorithms like logistic regression, naive Bayes classification, clustering using k-means, decision trees and support vector machines. And, it also supports deep learning through dynamic neural networks via Keras and TensorFlow integration. 

The best part? The whole thing is written in Scala, so you don’t have to worry about picking up another language just to get started. You’ll need Spark 2.0 or higher installed on your local machine; if you’re working with a remote cluster, you’ll need version 2.1 or higher installed on that cluster as well. 

To use MLLib, start by importing org.apache.spark. into your Scala file and then import org.apache.spark_mllib.  If you’re new to Scala or need help getting started, check out their official documentation.

Best Tools for Machine Learning 2022:  xgboost

One of my favorite tools to use when working with machine learning and data science is xgboost. 

It’s an open-source library that builds your models in a distributed way, making sure that all of your machines are contributing to their full potential. 

It’s also built with speed in mind–it runs on a distributed cache, so you get data back much faster than other alternatives. This can really help when you’re trying to put together complex models like neural networks or boosted trees. 

If you’re looking for the best tools for machine learning 2022, you should definitely take xgboost into consideration.

Best Tools for Machine Learning 2022:  Weka

The easiest way to get started with machine learning is by downloading a data-mining software package and running it. The most popular is Weka, an open-source project from the New Zealand’s University of Waikato, and RapidMiner, a commercial tool that costs under $1,000. 

(For newbies to data science, we recommend taking a look at IBM Watson Analytics.) Both are Java-based tools that come preloaded with several dozen algorithms commonly used in predictive modeling. 

Depending on your needs, you’re probably trying to predict customer behavior or optimize manufacturing processes, these ready-made routines should give you access to all sorts of models beyond linear regression. 

But if you want to go deeper into machine learning, either one will also let you train your own custom model using code. For example, if you have hundreds of thousands of training examples and a small set of features, logistic regression might be overkill; instead, consider something like Naive Bayes classifiers or k-nearest neighbors. 

You can find these algorithms bundled up inside Weka as well as other packages such as Rattle (R) and Orange (Python). If you don’t already know how to program, now would be a good time to learn. 

And no matter what language you choose, keep things simple so you can focus on getting results rather than struggling with syntax. The best machine learning programs are often written by statisticians who know very little about programming, says Daniel Tunkelang, CEO of Kaggle, which hosts data science competitions online. They aren’t writing general-purpose software.

Top Machine Learning Technologies

1. TensorFlow

 

2. PyTorch

 

3. Microsoft Azure ML and others.

Artificial intelligence technologies are still in their infancy, but as they continue to mature over time, it will be interesting to see how machine learning will influence various industries. 

In order to understand what is happening now and prepare for future advancements in AI technology, it’s important to stay up-to-date on current trends in machine learning research and development (R&D). 

While many organizations are still evaluating AI technologies or planning pilot projects, some companies have already begun building out dedicated teams around deep learning applications. As a result, top R&D priorities vary depending on industry verticals and company size. 

If you’re interested in getting a head start on your competition by identifying emerging tech trends before they become mainstream, here are some areas that might help you get started. 

There are plenty of ways to stay abreast of these emerging topics in artificial intelligence, everything from attending conferences and reading academic papers to listening to podcasts and following researchers on Twitter. 

But if you’re looking for a single resource that can provide insight into multiple aspects of machine learning, from tools used by leading researchers at MIT Media Lab to insights about investments made by venture capital firms like Andreessen Horowitz, here are five great resources to bookmark today. 

TensorFlow is an open-source library that uses data flow graphs to do numerical computations. Users can utilize a single API to distribute computing to one or more CPUs or GPUs on a desktop, server, or mobile device, thanks to the flexible design. 

Google uses TensorFlow in production systems such as Google Translate, YouTube, Google Photos, Google Cloud Speech, Google Assistant, etc. 

It also provides public cloud services including hosting of private instances and managed services such as training models and prediction APIs. Google’s Cloud Machine Learning Engine is a managed service designed to make it easy for developers to build machine learning models without having to worry about managing infrastructure or scaling training jobs across multiple servers. 

It offers state-of-the-art algorithms including deep neural networks that are accessible via simple APIs from anywhere, enabling easy integration into existing apps or cloud services, all delivered with pay-as-you-go pricing. 

IBM Watson is a cognitive computing system that represents a new era in computing. IBM Watson represents a new era in computing where computers are able to interact in natural human terms and learn, reason, plan and understand complex concepts. 

IBM Watson enables enterprises to leverage cognitive capabilities for competitive advantage, transforming business processes and improving outcomes for customers. 

With IBM Watson, businesses gain access to capabilities previously delivered only through high-touch interactions. These include natural language processing and machine learning technologies, advanced analytics capabilities and cognitive application development tools. 

Microsoft Azure Machine Learning Studio is a fully integrated environment for developing predictive analytics solutions end-to-end.

Most popular machine learning tools

Here’s a list of some machine learning tools that are currently popular, according to Stack Overflow. Note that these aren’t necessarily all great options for your specific project, for example, a weather analysis program probably shouldn’t be coded in JavaScript. 

That said, these tools do get frequent mentions on Stack Overflow and may give you a good starting point as you research your options: Julia language; Python (and its variants); Java; R; Scala; MATLAB/Octave; WEKA or RapidMiner or Orange; SQL Server (Microsoft has made improvements to SQL Server that make it viable as a machine learning tool). 

Other popular machine learning languages include C++, C#, Ruby, Perl  and TensorFlow. If you want to use an open-source tool but don’t know where to start, try out one of these: Apache Spark; Scikit-learn; Theano; Torch7; XGBoost. 

There are also a number of commercial machine learning programs available if you’re looking for something with more features.

10 best algorithms used in the AI field: 10 best algorithms used in the AI field include artificial neural networks, evolutionary computation, Bayesian networks, fuzzy systems, support vector machines (SVMs), particle swarm optimization (PSO), ant colony optimization (ACO), artificial immune systems, memetic algorithms, and genetic programming. 

The other classifiers include decision trees which are usually trained using ID3 algorithm which is based on the information gain principle. Another popular classifier is the Naive Bayes classifier which assumes that features are conditionally independent given a class label. 

It has been proven to be very effective in many applications like text classification, document classification, etc. It can be used as a simple probabilistic classifier or combined with another technique like maximum a posteriori estimation to get better results. 

Another famous algorithm that has been extensively used in pattern recognition problems is linear discriminant analysis (LDA). This algorithm uses the Gaussian distribution assumption for data points belonging to different classes and finds a hyperplane that maximizes between-class variance and minimizes within-class variance i.e., it separates classes well but not perfectly as SVM does. 

Support Vector Machines (SVMs) were developed by Vapnik & Chervonenkis in 1963. They were first applied to machine learning by Cortes & Vapnik in 1995 for face recognition problems. 

SVMs have been successfully applied to various pattern recognition tasks including face detection, object detection, handwritten digit recognition etc. Artificial Neural Networks (ANNs) are inspired by human brain functioning and are hence called neural networks. 

These networks consist of interconnected neurons which learn from training examples and then apply their knowledge to solve new unseen problems or make predictions about future events/outcomes/behavior etc.

Is Matlab used for machine learning?

Matlab is typically used in physical science and engineering, though it is also suitable as a teaching language. It cannot really be used to develop new machine learning algorithms; rather, it can be used to simulate previously developed algorithms. 

In general, Matlab isn’t considered one of the best tools for machine learning applications that require parallel computing. However, with its support for CUDA and OpenCL, there are some specialized use cases where it could be applicable. 

For example, if you need to run your code on GPU hardware or if you want to run your code on multiple GPUs at once. If you are looking for an open-source alternative with similar capabilities but better support for parallel computing (including distributed training), we recommend Octave instead. 

Alternatively, you might want to consider R, which offers more flexibility than Matlab. And finally, another interesting option would be Python (or Julia). 

You might ask why Python/Julia and not R? The reason is that both Python/Julia have their own deep learning frameworks – Keras in Python and Torch in Julia, which makes them ideal choices if you plan on developing your own custom deep learning models from scratch or need a highly flexible environment for rapid prototyping purposes.

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Which Battery Saving App is the Best for Android?

Android phones are notorious for having poor battery life, especially after you’ve been using them for several years. This is especially true if you use your phone more frequently to stream videos, play games, or browse the web often throughout the day. With so many apps on the market promising to save your battery life, it can be hard to know which one really works and which ones are a waste of money. Here’s how to find the best battery saving app for Android, so that you can get that extra hour of use without charging your phone every night.

What Is an Android Battery Saving App and Why Do I Need One?

Android provides built-in tools that help conserve battery life on your device. 

But, what happens when you run into a situation where you’re just not getting enough juice out of your battery to make it through another day? 

In that case, it may be time to turn to an app specifically designed to manage power consumption on your phone. 

Luckily, there are quite a few options available on Google Play that can increase your overall battery life while giving you more control over how power is consumed by certain apps and hardware features. 

Here are some great ones worth checking out 

• Greenify
• Avast Battery Saver & Optimizer
• DU Battery Saver – Power Saving
• EasyAcc Optimizer Pro (power saving)
• Smart Manager – Free RAM & Storage Cleaner & Booster

If you’re looking for one that has all of these features in one place, look no further than Greenify. It’s completely free and does a fantastic job at keeping your phone running smoothly without wasting precious battery life. 

It works by identifying which apps are draining your resources unnecessarily, then putting them into hibernation so they aren’t constantly running in the background or receiving updates. 

As soon as you open them again, they spring back to life as if nothing ever happened! 

There’s also a nice bonus feature called app scheduling which allows you to set different power saving modes based on specific situations or times of the day so that only important functions like text messaging or email will work during work hours while other things like games and social media will only function after hours.

What is the best battery saving app for Android?

With so many options, which battery saver app do you choose? We’ve rounded up 6 of our favorites below. 

Check them out and decide which one is best for your device. Then, if you find a better app, share it with us in the comment.

1. Greenify (Free) – For most people, Greenify does all they need from a battery saving app. It lets you hibernate apps that are running in the background but aren’t actively being used at that moment. 

This can give your device some much-needed breathing room and make those times when you really need that extra juice last just a little bit longer.

2. DU Battery Saver & Phone Charger (Free) – DU Battery saver is another good option for saving power on your smartphone or tablet without root access or needing to buy an external charger for extended use away from an outlet. 

It features a one-touch optimization button that can save you some battery life by killing apps and processes, but it also has a built-in task killer and even lets you schedule when it will shut down.

3. Avast Battery Saver (Free) – Avast offers a free version of its popular antivirus software, but there’s also a battery saving app available if you want to save some money in exchange for giving up some functionality. 

It does pretty much everything Greenify does, including letting you hibernate apps that are running in the background but aren’t actively being used at that moment. The interface isn’t quite as nice, though.

4. JuiceDefender ($2.99) – This isn’t a free app, but it might be worth paying for if you’re trying to squeeze every last bit of juice out of your device before having to plug it in again.

The interface is nice and simple with just three buttons across the bottom, one for turning off auto-sync, one for enabling airplane mode, and one for putting your phone into deep sleep mode so nothing is draining power while you’re not using it.

5. Power Toggles ($1.59) – If you’re looking for something a little more customizable than JuiceDefender or Avast’s offerings above, check out Power Toggles instead! 

You can choose which functions you’d like to enable right from your notification shade and then toggle them on or off with a single tap.

6. Easy Battery Saver (Free) – Easy Battery Saver also allows you to turn off unnecessary functions like Bluetooth, GPS, Wi-Fi, etc., and this can help you extend your gadget’s battery life significantly over time. 

Like other apps in our list here, it doesn’t require root access either, just install it and start saving some juice!

7. Extend Battery Life (Free) – Extend Battery Life is another great way to boost your battery performance without requiring root access. 

In addition to showing you which apps are consuming all of your power, it also gives you recommendations on how to improve things.

8. MyBattery Saver Pro ($0.99) – MyBattery Saver Pro is similar to others in our list here because it allows you to kill tasks and hibernate unused apps that may be running in the background and eating up valuable resources unnecessarily. 

It also includes an easy-to-use widget that lets you quickly see which apps are currently active and what their current battery usage levels are. 

9. Super Battery Saver (Free) – Super Battery Saver is yet another solid choice for anyone who wants to keep their device going longer between charges without rooting it first. 

The interface could use a bit of work, but otherwise, it works well enough to make it onto our list here today!

10. ParetoLogic Extended Task Killer (Free) – ParetoLogic Extended Task Killer actually looks pretty cool, with a Material Design theme and support for Lollipop devices along with older versions of Android. And best of all, it doesn’t need root access to work!

The Benefits of Having An Android Battery Saver

Having a battery saver app installed on your device can save you a lot of grief in times of emergency. 

If you find yourself running low on juice, and it’s not possible to charge your phone, you’ll be glad that you have an app that optimizes power consumption or stops apps from draining your battery while they are running in the background. 

There are lots of different apps available in Google Play, so take some time to look through them and pick one which best suits your needs. 

You may also want to download a couple of different apps so that you can compare them at some point and choose one as your preferred battery saver app. Whatever you do, don’t forget to keep your charger close by! 

The Benefits of Not Having An Android Battery Saver: 

As with many things in life, there are always 2 sides to every coin. The same applies here, there are advantages and disadvantages associated with having a battery saver app installed on your device. 

One benefit is obvious, you won’t run out of power unexpectedly when you need your phone most. But what about when you actually need to use all those applications which will supposedly help save energy? 

What if you would like to listen to music while playing a game? What if watching videos or reading articles helps pass time while waiting for something (or someone)? 

This is where having an effective battery saver app becomes useful. By allowing you to set certain restrictions which prevent certain apps from running, these types of programs allow you to maximize your usage without worrying about killing your battery. 

So Which Battery Saver App is The Best For Android? With such a wide variety of options available, it might seem impossible to decide which app is best for your needs. 

However, we believe that there are some factors that should be considered before making any final decisions: 

1) How much control over my device does it give me? 

2) How easy is it to manage my usage after I install it? 

3) Does it drain my battery even when I’m not using my phone or tablet? 

4) Is it compatible with my version of Android? 

5) Do other users recommend it? 

6) Can I try it for free first? 

7) Will I get regular updates to ensure compatibility with new versions of Android? 

8) Are there any hidden costs involved which could end up costing me more than expected?

9) Is customer support readily available if I need assistance or encounter problems during installation or operation? 

10 ) Can I easily uninstall it if necessary, and remove all traces of its existence from my device once uninstalled? 

It’s important to note that these questions aren’t necessarily applicable to every single battery saving app currently available. 

Some apps offer more features than others, but each option has its own pros and cons. We hope that you’ll find our reviews helpful, and encourage you to leave a comment below if you think we’ve missed anything. 

Let us know which battery saver app is your favorite, and why. 

How To Choose The Right Battery Saving App

There are a number of battery saver apps out there and they claim to help you squeeze more life out of your handset. How do you know which one to choose? 

A great place to start is by researching customer reviews, reading customer testimonials, or checking forums where people discuss battery savers. 

If users seem pleased with how well a particular app performs and if it meets their expectations, then it’s probably a good option. 

Keep in mind that some apps will only run when your phone needs a boost (others will run all of the time), so take note of which kind each one offers. 

Also, keep in mind that some apps can be set up to run at certain times, for example, an app could be set up to kick on every night at 11 p.m., which would ensure your phone gets a charge before you go to bed. 

It’s also important to remember that not all battery saver apps work on every device, so make sure yours is compatible before downloading anything. 

Finally, don’t forget about free trials! Many battery saver apps offer free trials so you can test them out before deciding whether or not you want to purchase them outright. 

It’s usually pretty easy: Just download an app and follow its instructions for setting it up and starting a trial period. Once you’ve decided which app works best for you, consider leaving a review online. 

This helps other users decide which apps are worth trying out and which ones aren’t worth their time. And while we’re talking about online reviews, make sure to leave one yourself! 

You never know who might be looking for feedback on a particular app, so your honest opinion could make someone else’s day just as much as it made yours.

6 Different Types Of Apps Available, And What They Do

Well, you’ve got your pick of at least six different types of apps to choose from. There are battery saver apps that monitor usage and then close out apps or kill processes that may be using up your battery life. 

There are also clean-up software apps that promise a faster phone and a battery boost by clearing out cache files and other unused data. 

Some will even speed up your mobile browser by deleting cookies or cache info from sites you visit often. 

If you’re more technically inclined, you can always root around in your phone’s settings menu to try and make some tweaks on your own. 

But if you don’t feel comfortable doing any of those things, there are plenty of apps available that will do it all for you automatically. 

In fact, one app called Greenify will not only optimize your phone for maximum performance but it’ll even save battery life by hibernating apps when they aren’t being used. 

Another good option is JuiceDefender which promises up to 30% more standby time when it’s used alongside another app called Amplify which helps manage WiFi, Data, and GPS signals so they use less power. 

The bottom line: It doesn’t matter which method you use you just need to take action! The longer you wait, the worse your phone’s battery life will get. 

And remember: You should never let your cell phone run completely out of juice because it could cause permanent damage to your smartphone’s internal components.

So keep a charger handy (or invest in an external backup battery) and give yourself peace of mind knowing that no matter what happens, you’ll never have to worry about finding a place to plug in again.

Just like with every type of technology, you want to do a little research before diving in and trying something new. Apps range from free to pricey, depending on which features appeal most to you. 

So browse through your options and find out which one has everything you’re looking for. On top of saving battery life, many apps offer additional tools like security and privacy protection that help add value beyond their primary function (one example is AntiVirus Free which goes well beyond basic virus protection). 

The bottom line: Finding exactly what you need isn’t hard once you know where to look. But whatever app(s) you settle on, keeping tabs on how much time your phone spends connected to various devices can help ensure it remains fully charged with ample power left over for emergency calls when needed.

Is battery saver good for Android?

In short, yes. Battery saver apps can help your phone run more efficiently and longer by draining less battery, which helps your phone retain its original capacity for longer than it normally would with regular use. 

The best part of all? Most are free to download and easy to use. But before you download a battery saver app, there are a few things you should know first: what type of phone do you have (that is, whether it’s an Android or iPhone), how does that specific app work, and what features does it have like an alarm to remind you when to plug in your device and most importantly, how well does it work compared to similar products out there? 

Is Ultra battery saver safe?

Ultra is a popular app that claims to increase your battery life by up to 50% and it’s already used by over 10 million people. 

But does it work? Or are its results too good to be true? At BGR, we’ve looked at a lot of different battery saver apps, but in our opinion, nothing beats Greenify. 

Greenify lets you hibernate any app you want when your phone isn’t in use, which means they won’t constantly drain your battery or run in the background when you don’t need them to. 

If you have an older device or find yourself running out of juice by 3:00 PM every day, give Ultra a try. Otherwise, go with Greenify. It’s a free tool and it works like a magic.

Ultimate Guide to Choosing The Right Batter Saver App For You

There are many battery saver apps out there that promise to boost your phone’s battery life. 

Some work, while others don’t. The great thing about these apps is that they can be really simple to use and require very little effort on your part. 

How much time do you have left before your phone dies? That’s how long it will take to get through my ultimate guide of picking a reliable batter saver app that does what it says it will do. Let’s get started! 

Android phones have come a long way in terms of technology and design, but one thing that hasn’t changed is their batteries. Smartphones tend to drain faster than we’d like them to, which leads us to look for ways to extend our phone battery life. 

A lot of people say turning off GPS or location services will save your battery life, but in reality, it doesn’t make much difference at all. 

So if you’re tired of worrying about where your next charge is coming from or being stuck with an unreliable charger cable when you need one most, here are some better ways to extend your device’s power without having to plug it into an outlet every few hours:

What Is Your Favorite Battery Saver App For Android? Why? We’re not going to tell you which app is best, because we don’t know. We’ve tested many of them and haven’t found one that stands out above all others. 

The apps listed below are just a few of our favorites, but there are many more out there that could work for you too. 

The first thing you need to do when looking for a battery saver app makes sure it’s compatible with your device and OS version. 

There are many apps available on Google Play that claim to save battery life, but they might not be compatible with your phone or tablet. 

Next, look at how long each app has been around and what kind of reviews it has received from other users. 

You can also search online forums like Reddit for discussions about which battery saver app works best. Once you have a list of potential candidates, try downloading them and testing them out yourself. 

Pay attention to how easy they are to use and whether or not they drain your battery faster than normal (some will). If an app drains your battery quickly, then it’s probably doing something else in the background that’s draining it even faster. 

These days most apps will offer some sort of trial period so you can test them out before committing to buying an Ultimate Guide To Choosing The Right Battery Saver App For You: There are many battery saver apps out there that promise to boost your phone’s battery life. Some work, while others don’t.

How To Turn Off Google Assistant On Android, iPhone, Tablet: (Videos) Disable / Deactivate Google Assistant. The google assistant has become one of the most popular apps on all android devices, and it’s easy to see why; it’s extremely useful for setting reminders, checking the weather, making calls, listening to music, and more. But if you don’t use all of its features or simply want to prevent it from listening to you at certain times, then this article has got you covered because you will learn how to turn off google assistant in easy steps.

How To Turn Off Google Assistant On Android, iPhone, Tablet

Every week or so, I get an email from someone asking how to turn off their Google Assistant. 

So I decided to finally write a step-by-step guide on how to do it in easy steps that anyone can follow. 

Before we get started, though, if you don’t know what the Google Assistant is, it’s basically an advanced version of Google Now (which you can still use if you don’t like the Assistant). 

It allows you to do things like make appointments in your calendar, play music from your YouTube account, and more by speaking to it.

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What is Google Assistant?

Assistant is the virtual personal assistant of Google. It’s similar to Siri on Apple devices and Cortana on Windows. 

Assistant makes it easier for you to find what you’re looking for and accomplish everyday tasks like sending a text or scheduling an appointment, without having to pick up your phone. 

You can talk to Assistant if you have an Android device with Google Play services installed or you can type or talk if you have a Pixel, Allo, or Android Wear device. 

If someone else has linked their phone, tablet, watch, TV, car stereo, etc., then they will be able to interact with Assistant too. 

This post will explain how to turn off Google Assistant by going through some simple steps. We’ll show you how to do it via voice command and via settings. Let’s get started!

As we mentioned above, there are two ways of turning off Google Assistant: by voice command or by settings. 

Let’s look at both methods now:

#How To Turn Off Google Assistant On Android Disable / Deactivate Google Assistant

This article is about how to easily disable or turn off Google Assistant on your Android phone. 

This will prevent Google Assistant from opening if you say OK Google or if you trigger Google Assistant in any way.

Turning off Google Assistant is easy and can be done in minutes in your phone settings. 

This article can help you turn off Google Assistant for any Android phone including Samsung, Alcatel, Asus, Pixel, Moto, HTC, OnePlus, Acer, Cubot, Huawei, Nubia, Blu, LG, Lenovo, Nokia, and ZTE.

To Turn off Google Assistant On Your Android Phone, you need to follow up the following Steps:

STEP 1: Go To “SETTINGS”

STEP 2: Click on “GOOGLE”

STEP 3: Click on “SEARCH, ASSISTANT & VOICE” 

OR 

Click on “SETTINGS FOR GOOGLE APP”  >>>>then click “SEARCH, ASSISTANT & VOICE” 

STEP 4: Click on “GOOGLE ASSISTANT” >>>>then select “ASSISTANT” >>>>>> Select “PHONE” >>>>>>>>Toggle Google Assistant Button OFF

OR 

Click on “GOOGLE ASSISTANT”, scroll down >>>>>>Click on “GENERAL” >>>>then Toggle Google Assistant Button OFF

#How to Turn Off Google Assistant By Voice Command

Here are some examples of how you can say Ok Google and follow up with a command that turns off voice recognition (which deactivates Assistant):

– Ok Google, stop listening. 

– Ok Google, cancel my Ok-Google detection. 

– Ok Google, I’m done. 

Galaxy Tab A8: How To TURN OFF ‘Talk Back’ On Tablet (Screen Reader, Voice Narrator)

This paragraph is about how to turn off (or on) the talk back features on the Samsung Galaxy Tab A8. 

The talk back feature is also known as voice narrator, screen reader, voice reader, etc. Hope this helps.

How To Turn off VoiceOver (Talk Back) on iPhone X

This paragraph will show you how to disable or turn off the annoying voiceover that you accidentally enabled (or your kid did it) on your iPhone X. 

Watch the video below closely for a step-by-step procedure on how to solve this problem.

Note: if you have Siri enabled you can simply say, “Hey Siri.. turn off voiceover”, Please jump on this and get things rolling immediately.

#How to Turn Off Google Assistant through the settings menu. 

You’ll find it under “SETTINGS” >>> Click on “GOOGLE” >>> “SETTINGS FOR GOOGLE APPS” >>> “SEARCH, ASSISTANT & VOICE” >>>  “GOOGLE ASSISTANT”>>> scroll down >>> Click on “GENERAL” >>>>then Toggle Google Assistant Button OFF 

If you want to turn off or deactivate voice commands for all users on your device, go into your settings menu and select Personal followed by Google followed by Search followed by Voice. Now scroll down until you see an option called Ok Google detection.

This will mean that you won’t be able to use voice commands on your device. 

Note: If you have a phone with a physical button, like a Nexus 5X or 6P, then it’s possible that pressing and holding down your home button will still trigger Assistant even if Ok Google detection is disabled. 

To fix that, open up your settings menu again and tap on Personal followed by Google followed by Search followed by Voice. 

Now scroll down until you see an option called Touch & hold for Google now. Slide that off as well. 

Now go back to your home screen and press and hold your home button for 10 seconds until you see a dialog box pop up asking if you want to delete any items from your history (this is normal). 

Tap on delete and confirm that yes, you do want to delete these items from history. After doing so, press and hold your home button again for 10 seconds until another dialog box pops up asking if you want to re-enable touch-to-search (also normal). 

Tap on yes here as well. And that’s it! You should now no longer have access to Google Assistant unless you go into your settings menu and slide both Ok Google detection and Touch & hold for Google now back on. 

#What Is The Best Way To Turn Off Voice Detection For All Users On Your Device? 

It’s possible that you want to disable voice commands for all users on your device. Perhaps you’re trying to keep Google Assistant away from a child or someone who might be concerned about privacy. 

In that case, it’s possible that you’ll want to turn off Ok Google detection and Touch & hold for Google now both under your settings menu. 

But if you do so, then there will be no way of turning voice commands back on again. So instead, it might be better if you just disable Ok Google detection (under Settings > Personal > Google > Search > Voice). 

Now when someone goes into their settings menu and tries to re-enable Ok Google detection, they won’t have any luck because they don’t have access!

How To Turn Off Google Assistant: Turn it off on a phone

To turn off Google Assistant on a phone, follow these steps: 

On your Android phone or iPhone, go to Settings > Google > Search. Under Assistant, tap Your stuff. Turn off, Assistant. 

For iPhones, you can also turn off voice access by going to Settings > Siri & Search and turning it off. 

For Androids, you can check the video above.

The downside is that it’s an app that costs $2 and up depending on which version you want (there are free versions available for some functions). 

If you don’t mind paying for it, though, it can be very useful if you want full control over when your device listens and talks. Download Tasker for Android here. 

Once you download it, open it and click Begin at the bottom of your screen. Then select Plugin from under Programming, then select Plugin Installer. 

Select Voice Control under Available Plugins. Click on Install next to Voice Control and accept any permissions that pop up afterward. 

You’ll see a new icon labeled Voice Control appear in your list of apps after installation completes; launch it and click through its welcome screen until you get to its main menu screen. 

Tap Preferences and then check Disable action bar. This will hide all of its controls so they’re not visible while using other apps. 

Next, tap Mute/Pause and set Mute to ON. You can test out how well it works by saying Ok Google followed by something like Turn on airplane mode. 

It should recognize what you said and ask if you really want to do that before actually doing anything. When you’re done testing, exit out of Tasker completely and disable Mute/Pause so Google Assistant will be able to hear you again when needed. 

That’s it! Now whenever you say Ok Google or Hey Google, nothing will happen. 

There’s one more thing to note about disabling Google Assistant: While you won’t be able to activate it accidentally with random sounds around you, it does still listen for Ok Google commands even when muted. 

This means that even if someone else says Ok Google, your phone may start listening for commands. 

That being said, unless someone has direct access to your device and knows exactly what they’re doing, there’s no real risk of anyone taking advantage of this feature.

It just means people who overhear conversations about setting things up might end up activating them as well.

How do I turn off Google Assistant on my Android tablet? 

Though this has already been attended to in the video above if that doesn’t satisfy you, you can keep reading.

That’s a simple question with a very simple answer: open your Settings app, tap Apps & notifications, tap App info and then tap Google Assistant. 

You’ll find an option here for Disable, which will put your virtual helper in time-out. Then, you can either swipe up from your tablet’s home button or press and hold it to summon Google Assistant once again. 

The best way is through settings. But if you don’t want to go there, just say Ok Google or Hey Google (depending on your device) and tell it to stop listening. 

Once you’re finished talking, simply say thank you. If that doesn’t work, close any apps that are currently running in the background (like Maps) by swiping them down from the top of your screen. 

This should trigger the Assistant into thinking that there’s nothing else going on right now and prompt it to listen for commands again. Finally, try turning your phone completely off and back on again. 

It might seem like overkill but sometimes these little tricks are all you need to get things working properly again.

Turn it off on an Android TV

There are a few ways you can deactivate your device’s Google Assistant. The easiest way is via remote control.

When you’re on any screen, press and hold the mic button on your standard remote (the one that doesn’t have volume or power controls) until it flashes twice. 

Then tap on Settings, followed by Google, and then hit the three-dot menu button at the top right corner of your screen. 

Select Turn off and confirm with a tap on either option presented: Google Assistant or Voice Match. If you don’t have a remote handy, open up your app drawer and look for an icon labeled Google. 

Tap on it and follow these same instructions. Finally, if you still don’t see what you need, go into your Android TV settings, found under System > About > Status, and select Device information from there. From here select Factory reset/Clear data to do just that.

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How To Turn Off Google Assistant: Turn it off on an iPhone or iPad

Swipe up from the bottom of your iPhone or iPad screen and you’ll see a gray bar at the top of your screen. 

Tap on Settings, then General. Find Siri and toggle it off. It’s as simple as that! To reactivate Siri, just repeat these steps and then toggle it back on again. 

Note: You can’t use voice commands while Siri is turned off on an iPhone or iPad, so you’ll have to manually enter the information. 

But if you’re trying to avoid those pesky notifications, turning it off could be worth it for some peace and quiet. And best of all? 

When you want to use Siri again, turning her back on takes only seconds! If you have an Android phone, here’s how to disable Google Assistant.​ 

1. Open Google Assistant by swiping right on your home screen 

2. Touch and hold the microphone icon 

3. Scroll down and see Ok Google 

4. Slide Ok Google to Off 

5. Repeat steps 1-4 with Feedback 

6. Reboot your phone 

7. Restart Google Assistant 

8. Restart your phone 

9. Turn Ok Google back on 

10. Turn feedback back on 

11. Done!

How To Turn Off Google Assistant On Android, iPhone, Tablet – Frequently Asked Questions

How do I turn off Google Assistant on my Android tablet? 

Though this has already been attended to in the video above if that doesn’t satisfy you, you can keep reading.

That’s a simple question with a very simple answer: open your Settings app, tap Apps & notifications, tap App info and then tap Google Assistant. 

You’ll find an option here for Disable, which will put your virtual helper in time-out. Then, you can either swipe up from your tablet’s home button or press and hold it to summon Google Assistant once again. 

The best way is through settings. But if you don’t want to go there, just say Ok Google or Hey Google (depending on your device) and tell it to stop listening. 

Conclusion – How To Turn Off Google Assistant On Android, iPhone, Tablet

We hope you found our article very helpful. Thanks for reading and visiting our blog.  Please feel free to leave us a comment below if you have any questions, inquiries, or thoughts.

Best Electric Car Manufacturers in China

China has had an exploding car market over the past decade, with millions of new drivers taking to the roads every year in search of their own vehicles. 

However, as more people are making the switch to electric vehicles, finding the best manufacturers in China is becoming easier and easier. 

Here are some details on what you need to know about these companies, as well as how to pick out the best electric cars from China for your needs.

SAIC Motor

Shanghai Automotive Industry Corporation (SAIC) is a Chinese state-owned automotive design and manufacturing company headquartered in Shanghai, China. 

SAIC designs develop, manufactures, and sells passenger cars under its own brand name, as well as commercial vehicles under its Maxus brand. 

Its joint venture with Volkswagen produces Audi branded cars in addition to its own brands. Its main competitors are General Motors, Hyundai Motor Group, and Ford Motor Company. 

It was listed on both the Hong Kong Stock Exchange and Shanghai Stock Exchange until 2007 when it was removed from all of them. 

In 2010 it had revenues of $67 billion and ranked third-largest globally by output. SAIC sold over 5 million vehicles that year. 

As at end of 2010, SAIC has 83 subsidiaries. The company’s majority shareholder is now Shanghai Municipal Government via Shanghai Guosheng Group Co., Ltd. 

The remainder is owned by a variety of other Chinese investors. The company’s products include automobiles, buses and trucks, motorcycles, marine engines, forklifts, and locomotives. 

It also makes Jiangnan Yueda Kia Motors (JYK), but mainly for export markets. In 2009, JYK started production in Changsha for domestic sales with two models: K3 sedan/saloon/sedan MPV and K5 SUV/crossover/pickup truck which were developed under a technology transfer agreement with PSA  Citroen.

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Changan Automobile

This automaker is headquartered in Changsha, Hunan, and has a total of 9 production bases. 

This automaker boasts an annual production capacity of 650,000 vehicles (including exports). 

Most popular brands include: Luxgen models, which are luxury sedans that are exported to Australia and Vietnam; Huansu models, which are family sedans with some of their best-selling models being exported to South Africa and Russia; Weiwang Baojun brand, a new luxury SUV brand created to compete against Japanese automakers; Nantong Xiali Automobile Co., Ltd., also known as Xiali or XIALI is another sub-brand from SAIC Motor’s Nantong factory. 

They sell many different kinds of commercial vehicles. These include large vans, medium-sized passenger vans, and small delivery trucks. 

Their most famous product is their Xiali N3 light truck series. It was first launched in 1998 and it was very successful in its home market; DFSK Auto Corporation Limited, one of China’s largest bus manufacturers, based in Zhuzhou City (Hunan Province) has been producing buses since 1992; Beijing Benz Automotive Co., Ltd., better known as BBAC or Beijing Benz for short is a joint venture between Daimler AG (51%) and BAIC Group (49%). 

It produces Mercedes-Benz branded cars for both domestic sales and export markets. In 2012 they sold over 230,000 units worldwide making them China’s biggest car exporter by volume.

Geely

Chinese car manufacturer Geely is one of several Chinese automakers that have been aggressively moving into electric cars. 

The company bought Volvo Cars back in 2010 and has since produced a line of electric cars under that brand. 

Recently, Geely announced it would create its own battery for use by other manufacturers as well, including an electric car factory with Panasonic to produce EVs (it’s first) on European soil. 

Many of these plans are still rather vague, but some companies, including those wanting to expand into new markets, are opting to set up shop abroad instead of continuing to invest heavily in their home country’s infrastructure and regulations. 

When done strategically, however, establishing factories outside your home country can be a viable strategy to enter new markets or just increase business at home. 

Either way, it’s good news for consumers who want more choices when buying or leasing an EV. If you’re thinking about investing in a pure-electric vehicle, take note: There’s a huge difference between an electric vehicle from Tesla and one from Nissan. 

But there’s also quite a bit of overlap between brands like BMW, Volkswagen, Audi, Mercedes-Benz, and Porsche. 

For example, BMW makes some models available as both plug-in hybrids (which means they can go about 20 miles on electricity alone before switching over to gas) and all-electric vehicles; VW offers both gasoline engines as well as full-electric options; while Mercedes sells plug-in hybrid versions of many of its models.

But there’s also quite a bit of overlap between brands like BMW, Volkswagen, Audi, Mercedes-Benz, and Porsche.

XPENG Motors

Best New EV Manufacturer The XPENG Motors company has produced a car that will compete with Tesla. 

The X-Motion, an electric sports car, is on sale and has a run time of 350 kilometers on one charge. The new brand has also introduced something called smart voice interaction, which allows you to use voice commands to perform certain tasks while driving. 

Not only can you speak out loud and give directions, but you can also control your music selections with simple vocal orders. 

This is a first for any Chinese manufacturer, so it’s worth keeping an eye on XPENG as they continue to innovate and develop their products. 

The next few years are sure to be exciting ones for electric cars, as more companies work to make them more affordable and reliable. 

For now, though, we have several great options available from reputable manufacturers like XPENG Motors. If you want to learn more about these vehicles, check out our list of best electric car manufacturers in China. 

We cover all of the major players, including BYD Auto, NIO, and Zotye. We’ll update our information regularly to keep you up-to-date on what’s happening in the world of electric vehicles. 

In addition to learning about top brands, you’ll also find helpful tips for buying an EV and other interesting tidbits about electric cars. 

Learn everything there is to know about EVs today! You can also see our full collection of articles on alternative energy sources here: Alternative Energy Sources & Conservation Tips – How To Save Money And Protect Our Environment.

Leapmotor

An important new addition to electric vehicle manufacturing is coming from a company called Leapmotor. 

These EV manufacturers are setting out to make mass-produced high-quality, affordable electric vehicles and they have grand designs. 

They’re going to start with micro cars, which they’ve designed themselves to be as affordable as possible (but still far beyond what most people think of when it comes to cheap cars). 

One of their designs, for example, looks like a cross between a Lamborghini and an electric toothbrush. And because it has been assembled from modular parts that can be altered or switched out easily depending on what customers want, it can be made into just about anything: pick-up trucks and SUVs are also on their list of possibilities! 

If you’re looking for more information on these innovative electric car manufacturers, keep your eye on them. They’ll be a big player in shaping our future transportation landscape. 

In particular, they plan to develop new battery technology that will allow them to create truly ultra-cheap vehicles one day. 

To date, lithium-ion batteries have mostly only been considered affordable if they cost less than $200 per kilowatt-hour of storage capacity. 

However, advances in science mean we could eventually reach 100 dollars per kilowatt-hour or even less! It might take some time before we get there though; right now Lithium Iron Phosphate batteries are already getting us close at around half that price point. 

What does all this mean? Well, for one thing, it means cheaper batteries for us down the road!

BYD Auto

China is a major player in world car manufacturing, but with little name recognition outside of its borders. 

The top three Chinese auto companies to watch are First Auto Works (FAW), Changan Automobile, and Geely Automobile Holdings. 

FAW, one of China’s biggest automakers, has a footprint that spans many different segments of motor vehicles; it is headquartered in Changchun, Jilin Province, and also produces trucks, buses, and commercial vans under its own brand as well as for other manufacturers. 

Changan Automobile was founded on October 10, 1983, by Liu Zengxin; since then it has grown rapidly into one of China’s most recognizable car brands. 

Over 40 percent of its business comes from exports to more than 80 countries around the world. 

In 2011, Changan became an official partner of Ferrari. Geely Automobile Holdings Co., Ltd., commonly known as Geely or Greeley, is based in Liuzhou, Guangxi Zhuang Autonomous Region. 

It began production in 1997 and currently sells over 1 million cars per year worldwide. In 2010, it acquired Volvo Cars from Ford Motor Company for $1.8 billion US dollars and owns 51 percent of Malaysia’s Proton Cars Sdn Bhd. It also owns 20 percent of Lotus Cars Ltd.

NIO

The NIO lineup consists of five fully electric models. Its new ES8, for example, is a full-size SUV that can go from 0 to 100 km/h (62 mph) in 4.4 seconds and has a top speed of 160 km/h (99 mph). 

It also offers two different charging options: 22 kilowatts or 43 kilowatts, with an 80% charge taking 54 minutes or just 20 minutes, respectively. 

The NIO ES6 is another intriguing model. This compact crossover comes with three motor options that are either 150 kW, 204 kW, or 261 kW. 

With its lowest output, it will do 0 to 100 km/h (62 mph) in 5.9 seconds; at its highest level, it’ll do it in 3.7 seconds! 

To put those numbers into perspective, Tesla’s Model X P100D does it in 5.2 seconds using Ludicrous mode, but only when using all four wheels as opposed to its rear-wheel-drive setup. 

On top of that, NIO says its vehicles have better performance than any other EV on sale today and are some of the fastest accelerating EVs ever made! 

If you want something even more unique than an ES8 or ES6, though, you might want to check out their NIO EP9 concept car. 

At 1,360 horsepower and 1,479 pound-feet of torque, it set a world record for the fastest electric vehicle by going from 0 to 186.8 km/h (115 mph) in 7.1 seconds! 

It was faster than many supercars like Ferrari’s LaFerrari or Porsche’s 918 Spyder. Sadly, there aren’t any plans to bring these crazy cars to market anytime soon but we’re still excited about what NIO has planned next.

In June 2018 Nio announced that they plan on bringing their first product – The ES8 – to market sometime in 2019.

Aiways

The best thing about Chinese cars is that they are designed for driving on bad roads, which is not a small deal when it comes to purchasing an electric car. 

Aiways says that you can get from 0-62 miles per hour in 2.65 seconds, which is fast enough for any car. With a range of 104 miles and a top speed of 129 mph, you won’t be lacking anything if you get yourself one of these cars. 

It charges faster than any other electric car; it does so with only 5 hours to go from dead to fully charged, meaning there’s very little waiting involved here. 

If you want your new car right away, purchase one of these ones on Aliexpress instead! There are lots of sellers out there, all willing to sell you their own version of an electric car, just make sure you pick a reliable seller! 

Check reviews before buying to ensure that your money isn’t going down the drain. Some companies do great work but have horrible customer service or lack credibility, be sure to avoid those sellers at all costs. 

If something goes wrong with your product, then being able to reach someone who will help you fix it will mean everything in terms of customer satisfaction. 

As long as you take care when choosing where you buy from, then getting an electric car should be no problem at all! 

You might even find that you enjoy having an electric car more than a regular vehicle because it doesn’t pollute and doesn’t require much maintenance. 

If you live somewhere with bad weather, then having an electric car could be perfect for you since they don’t need snow tires! 

Plus, since most people charge their cars overnight (or during off-peak hours), using electricity rather than gas means that your electricity bill might actually go down. 

Even though these cars aren’t cheap, to begin with, there’s still good reason to consider them over traditional vehicles. 

They’re far more environmentally friendly and less expensive in general once you’ve purchased them, especially if gas prices keep rising over time!

Hozon Auto

A prominent player in China’s electric car market, Hozon Auto is based in Beijing and produces small, eco-friendly cars. 

The company has been involved with alternative energy since 2002 when it focused on wind power and uses lithium-ion batteries to power its cars. 

The current line of vehicles includes two models: a fully electric car that goes up to 100 kilometers per hour (kph) (62 miles per hour) and a hybrid model that runs on both gas and electricity. 

In addition to manufacturing its own vehicles, Hozon Auto also provides engineering support for foreign companies interested in entering into joint ventures with Chinese firms. 

It was one of only seven automakers selected by Beijing authorities to produce pure electric cars as part of an initiative aimed at reducing air pollution in urban areas. 

According to Reuters, Hozon sold more than 2,000 pure electric cars last year, an impressive feat given that EVs account for less than 1 percent of total vehicle sales in China. 

Currently, the company is focusing on expanding production capacity while preparing to launch new models in 2016. 

Last month, it announced plans to invest 500 million yuan ($81 million) over three years in research and development efforts related to electric cars. 

That same month, state media reported that Hozon will join forces with China’s National Development and Reform Commission (NDRC), a powerful economic planning agency headed by Premier Li Keqiang. 

Under terms of their partnership, Hozon will provide technical expertise while NDRC invests 3 billion yuan ($480 million) over five years in exchange for 10 percent equity stakes in each of three future EV projects launched by Hozon.

Skywell

Focusing on creating a powerful, safe, and premium electric car. Skywell’s vehicles are intelligent, technologically advanced, and loaded with information, offering a safer and more convenient experience for drivers. 

Skywell makes it possible to enjoy not only an extraordinary driving experience but also a comfortable life, which may exceed your expectations, says CEO Hou Xingsong. 

Leading-edge technology isn’t just about transporting people from A to B as quickly as possible; it’s about mobility that liberates you from day-to-day problems. 

By blending intelligent power systems with cutting-edge design, Skywell has created a new kind of premium electric vehicle aimed at transforming how we think about cars altogether. 

It is all about making smart transportation accessible to everyone, regardless of age or income level. The sky is no longer their limit. 

Skywell is dedicated to providing customers with innovative and quality products, said Mr. Hou Xingsong, CEO of Skywell Technology Co., Ltd. 

We believe our product will be popular among consumers because they will have a better understanding of their own needs after experiencing our product firsthand.

The company was founded by three entrepreneurs who have worked together since 2010: Mr. Hu Qinghua (founder), Mr. Zhao Zhiyuan (co-founder), and Mr. Hou Xingsong (co-founder). 

Skywell is a Chinese electric vehicle manufacturer based in Zhuhai, Guangdong Province, with offices in Beijing, Shanghai, and Shenzhen. 

It manufactures two models of electric vehicles: a car called Skywell S1 which can reach speeds of up to 120 kilometers per hour, and an SUV called Skywell S2 which can reach speeds of up to 140 kilometers per hour. 

Both models are equipped with a powerful motor that allows them to accelerate from 0 to 100 kilometers per hour within 4 seconds. 

The cars are also equipped with intelligent sensors that help drivers navigate safely through busy streets or tricky terrains such as snow or sand dunes.

ARCFOX

Just a couple of years ago, ARCFOX was well known as an up-and-coming electric car manufacturer. 

Their CEO Robin Zeng had previously held positions at Chinese automakers Chery and Great Wall Motors, so they had quite a lot of experience with cars before entering the EV industry.

Even though they debuted with their own first vehicle, which is called EC180, it isn’t exactly impressive (60-mile range, 130 HP motor). 

The best selling point is its price tag of just $11,500. Still, it’s important to note that you have to order it directly from its website if you want to get your hands on one. 

It still isn’t available on any other retail platform. While it might not be a bad option for those who are looking for an affordable city car, there are definitely better options out there. 

And while we’re talking about China, let’s also mention BYD, which has been around since 2003 and is considered to be one of the largest electric car manufacturers in Asia. 

They offer several models including e6, e5, and F3DM. With regards to performance, they aren’t particularly impressive but again – BYD’s main focus lies elsewhere: affordability and practicality. 

One more thing worth mentioning is that both companies are backed by Warren Buffet’s Berkshire Hathaway investment company.

BAIC Motor Corporation

The Beijing Automotive Industry Holding Co., Ltd. (BAIC Motor) is a state-owned Chinese joint-stock corporation headquartered in Beijing, China, with multiple subsidiary companies engaged in automobile manufacturing and financial services operations. 

It is involved mainly in the research and development of motor vehicles, auto parts and components, engines, motorcycles, and electronic systems. 

BAIC Group has a total of 16 vehicle brands as well as two new energy vehicle brands producing cars under license from Western manufacturers such as Daimler AG and General Motors Company.

Among all its affiliate companies, BAIC Motor Corporation is primarily responsible for all activities related to automobiles produced by BAIC Group companies or imported from overseas through Baic Motor Corporation. 

In 2012, BAIC Motor sold 1.7 million passenger cars in China, making it one of the three largest automakers in terms of sales volume along with Chang’an Motors and SAIC Motor.

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How to Change Apple ID Password in a Few Easy Steps

How do you change your Apple ID password? It’s easy! Here’s how to change your Apple ID password and keep your information secure.

The first thing you need to do if you want to change your Apple ID password makes sure that you actually need to change it, as there are plenty of cases where the default password will be just fine. 

For example, if you haven’t set up an iCloud account on any of your devices, then you don’t really need to bother with changing your Apple ID password,  but if you have one or more iCloud accounts and don’t want them to use the default Apple ID password anymore, then read on!

Go to the Apple Support Page

1) Log in to your Apple account. 

2) Click on My Account at the top right-hand corner of the page. 

3) Scroll down and click on Manage your Apple ID 

4) You will see another page, where you can see all sorts of information like your security questions, etc., click on the Edit button given below. 

5) Enter the new password twice and click on Submit 

6) That’s it! Your password is changed. 

7) If you want to verify whether a password has been changed or not, then just log in with the old password and then again log out. 

Now login with a new one. If there is no problem then congratulations! It has been done successfully. 

Otherwise, if you get an error message saying Invalid Password then go back to step 5 and try entering the password again. Repeat until it works. 

Select I Forgot My Apple ID

To access features like iCloud, iTunes, and more, you’ll need your Apple ID. If you don’t know your password or are having trouble signing in, select Forgot My Password below. 

You’ll be prompted to answer security questions or verify your identity so make sure you have these details on hand before beginning. Once verified, use Edit Info on the right to change your password.

Enter your current Apple email address

You can only change your account password from an iOS device, so make sure you have one handy. 

After doing so, you’ll be prompted to enter your current Apple email address, followed by an invitation to re-enter it. 

If all goes well, you should receive two separate emails, one containing a verification link and another that contains your new password. 

Simply tap on them (they both will appear as unread) and follow each respective prompt and you’re done! That wasn’t so hard now, was it? Happy changing!

What’s next? Now that you’ve created some great content using Joomla!, you may want to look into integrating social media platforms like Facebook or Twitter with your website.

Confirm your phone number

Before you can change your Apple ID password, you must confirm your phone number. 

To do so, head into Settings > iTunes & App Store > tap your email address, and then tap Send Verification Code. 

Enter it within three minutes for confirmation. If you don’t receive an email message or text message, try entering it again, this time using numbers and special characters. 

While it may seem obvious (that is, enter all of them) it’s not uncommon for people to accidentally leave out one small detail. 

If that doesn’t work, try heading back into Settings > [your name] > iCloud and tapping Sign Out before repeating step one on a different device with an internet connection. 

Sometimes your personal information needs to sync before sending a verification code can take place. 

Once you’ve confirmed your phone number, return to Settings > iTunes & App Store and select Change Password. 

You will be asked to enter your old password first. Then type in your new password twice and click Done. 

You’ll be asked if you want to turn off two-step authentication, which is recommended since you’re changing passwords anyway; however, if you plan on making additional changes (like adding more devices), keep two-step authentication turned on until everything has been updated accordingly.

Learn what two-factor authentication is and why you should enable it

Two-factor authentication is another layer of security you can add to your account, making it harder for hackers or other people with malicious intent to access your account. 

The way it works is that even if someone has your password, they won’t be able to access your account because they don’t have something you physically have in your possession: a piece of data only you should know about. 

The two most common methods for enabling two-factor authentication are receiving an SMS text message or entering a six-digit code into an authenticator app on your phone. 

If you’re using iOS 9 or later, you’ll also have the option to use TouchID as your second factor.

The first thing you need to do is head over to Settings > iCloud > Account and make sure two-factor authentication is turned off. 

It’s on by default, but it’s always good to double-check. Once that’s done, go back into your account settings and select Password & Security. 

Here, you’ll see an option for Set Up Two-Factor Authentication. Tap that, then follow along with Apple’s instructions for setting up your preferred method of receiving verification codes. 

You can use SMS text messages or an authenticator app like Authy or Google Authenticator (the latter of which supports iOS as well as Android). 

If you’re using iOS 9 or later, you can also use TouchID as your second factor instead of entering a code from another device every time you log in. 

When you set up two-factor authentication, Apple will send a confirmation code to your other devices so they can verify themselves as trusted devices. 

When that’s all done, enter your new password and you’re all set!

If at any point you want to turn off two-factor authentication again, maybe because someone else is logging into your account or because you’ve got everything set up how you want it, you can easily disable it right here in these same settings. 

Just tap Turn Off Two-Factor Authentication and confirm your choice when prompted.

Watch the video on setting up two-factor authentication.

So what else is necessary to know about setting up 2FA? Well, here are some bonus tips we learned while making our video (and hopefully they’ll come in handy next time): If you add an app like Google Authenticator or Authy, always enable backup codes.

The app will still work without them but in case something happens with your phone or SIM card it’s best to be prepared by having access to those. Always keep track of each code (they’re usually separated by date), and don’t store them electronically, write down each code by hand on a piece of paper. 

Now that you’ve got everything together, just log into Apple’s website using Safari instead of another browser. 

It might save some headaches further down the line! When all is said and done, though, make sure you review all of your settings before hitting Save. 

And if anything looks fishy or feels wrong at any point during setup process, stop immediately and ask for help from a friend or family member who knows how to use computers. Good luck! We hope you enjoy two-factor authentication for many years to come.

Enable two-factor authentication by following instructions.

Nowadays, you need more than just a password to secure your accounts. 

Two-factor authentication makes it much harder for cybercriminals to hijack your online accounts because they’ll also need access to your mobile device. 

To get started with two-factor authentication follow these instructions. 

Just make sure you’re using Google Authenticator (and not another app). Google Authenticator is an App that is free and easy to use.

The app generates a code every 30 seconds that you enter along with your regular password when logging into an account. 

If someone else gets hold of your username and password, they won’t be able to log in without that code from Google Authenticator, which only works on your phone. 

Once you enable two-factor authentication on all of your important accounts, don’t forget to change those old passwords! It’s important to update your login credentials regularly because once a cybercriminal has one of your passwords, they’ll try it everywhere. 

Also, consider turning on two-factor authentication for other popular services like Facebook and Dropbox. 

Many websites allow you to turn on two-factor through their settings page or application settings page.

It’s worth noting that enabling two-factor may cause some apps to stop working until you go back in and manually reenter your old password. 

Be sure to keep track of what devices are logged into each service so you know which ones require updating if something stops working after enabling 2FA. 

Don’t forget to set up a two-factor for your personal email as well. 

To do so, visit Settings > Security > Advanced options > Edit. 

Here you can set up multiple ways to receive codes including SMS text messages, voice calls, push notifications, or third-party authenticator apps such as Google Authenticator or Authy. 

Remember: no matter how strong your password is, it won’t protect you from cybercrime if someone steals it and uses it elsewhere. To be safe online,  It is better to enable two-factor authentication.

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How to Connect AirPods to Laptop: A Quick and Easy Guide

How to connect AirPods to laptops has been an issue many people have been struggling with recently as this new technology from Apple has just hit the market, especially since it connects in non-traditional ways. Here’s an easy step-by-step guide on how to connect AirPods to a laptop, so you can start enjoying your music again!

Step 1: Make sure Bluetooth is On

Before you can connect AirPods to your laptop, you’ll have to ensure that your Bluetooth is turned on. So, head over to Settings (you can do so by clicking on that handy little gear icon in your Mac’s menu bar) and go down to Bluetooth. 

You should see a slider next to it with a red bar underneath it, which means Bluetooth is off. To turn it on, just move that slider up so that it’s green (full). Once you’ve done that, you’re ready for step 2! 

If you don’t want to leave Bluetooth turned on all day, there are alternatives if you want to be able to use your AirPods while they’re not connected. 

One way is through iCloud Music Library and iTunes Match, I went into more detail about how this works below; there are other ways too! 

If you only want them active when they’re connected, try double-clicking one when they are paired via iCloud or iTunes, that will put them back into pairing mode.

Connecting via iCloud Music Library/iTunes Match: Now that your Bluetooth is on, it’s time to connect those AirPods to your laptop. 

Head over to Settings > General > iPhone Storage and tap on Manage Storage at the bottom of that page. From there, select Apple Music (you may need to enter your password first) and then choose Delete Downloaded Songs. 

Once that’s done, you should see a small popup telling you how much space has been freed up, Now close out of Settings by pressing Command + Q or clicking on that little gear icon at the top left corner of your screen. 

Open up iTunes and move to Edit > Preferences. Click on Devices in the sidebar menu and make sure that Prevent iPods, iPhones, and iPads from syncing automatically is unchecked. Next, click on Show AirPods under Devices in the sidebar menu. 

You’ll see an option called Sync with This [device], just check off Sync Only Checked Songs & Videos (if you have any).  You can then click on Apply for your changes take effect!

Step 2 on How to Connect AirPods to Laptop: Go to Settings

On your Mac or PC computer, go to Settings > Bluetooth. Your computer will now search for any Bluetooth devices that are nearby. If you’re using a Mac, you should see iPhone appear in a list of available devices on your laptop. 

Select it; if it doesn’t show up right away, try tapping F5 or Command + R on your keyboard. If you’re using a Windows PC, click the Start button then go to Devices > Add Bluetooth or other device and follow the instructions there. 

Once paired with your computer via Bluetooth, try clicking Play in iTunes (or double-clicking on a song in Windows Media Player). You should hear music coming through both speakers and headphones! 

How cool is that? You can also play/pause tracks by double-clicking either one of your AirPods. And, yes, you can use Siri as normal too, simply hold down either one of your earbuds and say something like Play Daft Punk or Next track. 

The latter only works when you’re playing music from Apple Music, though. The great thing about pairing over Bluetooth is that your AirPods won’t lose their connection while they’re charging, unlike when they’re connected directly to an iOS device’s Lightning port.

Step 3 – Search for AirPods

Your AirPods come with a charging case. The case has a Lightning connector that plugs into your laptop’s charging port. On some laptops, you may need to hold down a specific key (like Fn) while connecting or disconnecting it from your computer. 

You can find out which key applies by contacting your computer manufacturer directly. But don’t connect it yet! First, ensure that your laptop is set up for Bluetooth; follow these steps for Windows or macOS. 

To see if your system supports Bluetooth, go to Device Manager > Bluetooth Radios. If there isn’t one listed then you will have to look up what drivers need to be installed before proceeding any further with your setup. 

Once you know it works, plug in your AirPods’ charging case. After a few seconds, you should see AirPods connected appear on the screen. If not, make sure they are turned on in Settings > Bluetooth and try again. When they are successfully connected to your computer, open iTunes and enjoy listening to music or watching videos wirelessly through them!

Step 4 on How to Connect AirPods to Laptop – Click Pair when prompted

If you’re prompted by your Mac or Windows machine, click Pair. Your computer will then scan for your AirPods. Once detected, it will prompt you to enter a code on your phone. 

If prompted by your Mac or Windows machine, click Pair. Your computer will then scan for your AirPods. Once detected, it will prompt you to enter a code on your phone. 

Enter 0(zero) as your pairing code on an iOS device: In iOS devices like iPhones, iPad, and iPod Touch go to Settings → Bluetooth → Tap on I icon next to Apple Wireless Headphones (make sure that Bluetooth is turned ON) → Enter 0000 in Paring Code field & tap on Add button → You are done – Done! 

Now you can listen to music wirelessly from your laptop/computer using Apple wireless headphones.

Now you can go back and use your AirPods with your laptop!

If you want to listen to music, watch videos, or do any number of other things, you’ll be able to use your AirPods with your laptop. Here’s how, 

To connect AirPods to a computer running macOS High Sierra or later: Click on System Preferences in your Dock. Click on Bluetooth. 

Your computer will scan for nearby Bluetooth devices; click on AirPods when it appears in a list of available devices. You can now begin using your AirPods! 

To connect AirPods to a computer running Windows 10: Open up Settings from your Start menu (Windows key + I). Take your cursor to Devices and click on it, then click on Bluetooth & other devices. 

Your computer will scan for nearby Bluetooth devices; click on AirPods when it appears in a list of available devices. You can now begin using your AirPods! That’s all there is to it! You’re ready to start listening to music, watching videos, and more. Enjoy!.

Tips & Tricks

There’s no denying that Apple’s design is sleek, but if you were hoping they would come with a lot of additional help, perhaps even a user manual, sorry. 

While it might be easy enough to figure out how to connect them (there are some helpful little icons on both earbuds), I was surprised by how difficult it was to find good tips for using them once they’re synced up. 

If you want tips for using your AirPods, try checking out articles written by people who have had them longer than I have. 

Here are two helpful pieces from Macworld: How Do You Pair Apple AirPods? Here Are All of Your Options (Macworld) and What should you know about Apple’s new wireless earbuds? (Macworld). 

These will give you an idea of what to expect when trying to use these things in real life. Also, check out my post on how to set up an Alexa device for more information on setting up a Bluetooth device.

It has tips for pairing, adjusting volume levels, skipping tracks, etc. And one last thing: Be careful not to lose them! They’re tiny and easily misplaced so make sure you put them somewhere safe before you start going crazy listening to music or answering calls on your phone. 

Oh yeah and make sure they’re charged! The case comes with a battery indicator light so keep an eye on that before leaving home without fully charged buds! That’ll definitely make your day go sour pretty quickly. 

How do I disconnect my AirPods from windows 10 computer?

The first thing you need to do is open up Cortana on your laptop. Click on Cortana’s search bar, at the bottom of your screen, and type Bluetooth. After you click Bluetooth, look for a Bluetooth icon in your search results. 

Click that icon. It should appear in a window near where you clicked it from. Then click Connected Devices in that same menu that opens after you click Bluetooth in Cortana. 

This will show you all of your connected devices, including your AirPods. Next, right-click on each of your AirPods and choose Disconnect. Your AirPods are now disconnected from your computer!

The second way to disconnect them is by using their physical buttons. To disconnect them with their buttons, hold down both of their buttons until they make a sound or vibrate three times. 

This means they have been successfully disconnected! If you don’t hear or feel anything when holding down their buttons, try pressing them again in different ways until they connect or disconnect successfully. 

If neither method works for you, check out Apple’s website. They might have some more information about how to fix any issues with connecting or disconnecting them! The third way to disconnect your AirPods from your computer is through Bluetooth settings. 

Click on Settings on your computer’s taskbar and click on Devices under Sound. Then click Bluetooth at the top of that menu that opens up after clicking Devices. Once you’re in Bluetooth settings, right-click on each of your AirPods (if they aren’t already right-clicked) and choose Disconnect next to each one.

How to fix ‘No Camera Found’ on Google Meet

If you’re one of the many people who can’t seem to get video chat working on Google Meet, then I have good news for you, this problem has an easy fix! The first thing you need to do is change your camera settings on your computer and phone so that it detects the camera. 

After making this change, check if that fixes the problem. If it does, great! If not, then continue reading our article. No camera found on Google Meet with Chrome, Edge, or Firefox? There are several ways to fix this issue depending on your device and the browser you’re using.

Start by logging out of your account

In some cases, no camera found on a laptop or desktop isn’t your fault. When you’re logged into multiple devices, it’s possible that another device is trying to use your camera; however, most of these issues can be solved by logging out of one of your accounts and then logging back in. 

If you only have one Google account set up on a particular device, try signing out and re-enabling hardware access through Settings > Apps > All Apps. 

Then log back in with your account and launch Meet again. This process may take a few tries before it works, but if all else fails, at least you know there’s nothing wrong with your camera.

Log back in

This is probably a simple mistake, so try logging back in. If you’re using an Android device and not a Chromebook, Google Meet will automatically log you out after about 10 minutes of inactivity. 

For example, if you step away from your computer for more than 10 minutes during a meeting and don’t close your laptop, you won’t be able to access your camera when you return. 

In order to get back into that session, just click on Log in with Webcam Only again. If logging back in doesn’t solve it, then check out our solutions below.

If clicking Log in with Webcam Only doesn’t work (this is likely an intermittent bug), we recommend switching between your integrated webcam and an external USB webcam. 

On Windows or Linux

Right-click anywhere on your screen and click Settings > Displays > Configure Video Device… to see a list of available cameras. 

On MacOSX 

Open up System Preferences > Displays > Arrangement tab, select your camera under Show, make sure there’s a green dot next to Available Cameras, and then drag that little rectangle underneath where it says Internal or Built-in iSight/FaceTime HD (or whatever) until it says External Display. You should now be able to find yourself once more!

READ ALSO: Best HP Laptops Under $300 – Top Models Compared

Open app settings again

If you are still experiencing issues with No camera found, it is possible that your device’s camera has stopped working altogether. To access app settings on your mobile device, first, open the Google Meet app and swipe left. 

Then tap Settings, and then choose Device options. You will see a list of available devices including both front-facing and rear-facing cameras; click one of these options to disable it. 

Once you find a resolution to your camera problem, simply restart your mobile device and try setting up video calls again. You can do so by tapping on Start new video call at the bottom of any chat window. 

If there is no option for either front-facing or rear-facing cameras, you may need to contact the mobile service provider for proper guidance/assistance. 

However, if you have confirmed that your device’s camera is indeed disabled and you are unable to enable it using Device options in Google Meet app settings, you may also need to contact the mobile service provider for prompt guidance and assistance. 

Please include a screenshot of your device’s screen displaying No camera found error message when trying to start a video call. 

Screenshots can be taken using the Android OS built-in feature: press the power button + volume down key simultaneously (the photo will be saved in the Pictures/Screenshots folder). For iOS users, please refer to the Apple support pages for more information. 

In case screenshots were not taken before reaching out to them, feel free to provide them once they reply to your inquiry.

Choose required video quality

No camera found on your device. This is one of those infuriating errors that pop up when you least expect it. 

Before you can enjoy video chatting with Google Hangouts and friends, you’ll need to make sure you have a compatible camera on your PC or Mac. 

Thankfully, updating your hardware is as easy as checking for updates in Windows Update or turning on automatic updates in Apple’s App Store. Just remember: For best results, choose high-definition video quality (720p). 

If you’re still having trouble, try restarting your computer before trying again. You may also want to check out our troubleshooting guide for more help.

#Update drivers automatically: To update drivers automatically, open Device Manager from Start > Run and then type devmgmt.msc into the box. The Device Manager will pop up, showing all connected devices currently running on your system, including integrated devices like cameras and microphones as well as removable peripherals like USB drives and printers. 

When a driver needs an update, you’ll see an exclamation point next to its name, just right-click it and select Update Driver Software… Next, click Search automatically for updated driver software in Windows 10. 

That’s it! Your PC will now check online for new updates to your device drivers. If no new updates are available, you’ll be prompted with Your device is up to date. If there are any available updates, just follow along with the prompts until installation is complete.

#Restart computer: Restarting your computer may seem obvious but sometimes things get stuck or freeze up and restarting can help clear out some of that clutter. 

Plus, it’s quick! So if nothing else has worked so far (and you’ve tried everything else) give restarting a shot before moving on to other solutions. 

To restart your PC, press Ctrl + Alt + Delete in Windows 10. In previous versions of Windows, click Start > Turn Off Computer > Restart > OK.

You’ll be prompted with a warning message asking if you’re sure, just click Yes to continue. When your PC restarts again, check for updates in Windows Update or turn on automatic updates in Apple’s App Store and then try connecting again using Google Hangouts or Skype or whatever video chat app you’re trying to use. If all goes well, video chatting should work like normal after that!

#Reinstall camera driver: If updating drivers doesn’t do anything for you either or if there are no drivers available online, you’ll need to uninstall them first before reinstalling them manually from an updated source.

Reset camera permissions

When you try to use a front-facing camera on Google Meet, you might see an error message that says No camera found. If so, your permissions might be messed up. 

Fixing them should resolve your issue: Uninstall and reinstall any related apps, including Hangouts or Duo. Open Settings>Apps>Google Hangouts and tap Clear data, then tap OK on all prompts. 

Open Settings>Apps>Hangouts and tap Force stop, then tap Clear cache. Restart your phone. Restart your computer if it’s running Chrome (and therefore Hangouts). Log out of Chrome on both devices then log back in again. 

On your PC, go to chrome://apps and check that Chrome Remote Desktop Viewer is set as the default app. On your Mac, go to System Preferences > Sharing > Screen Sharing > Options… Set Webcam as Default Source. 

Launch Google Meet again and test your camera. If it doesn’t work, you may need to contact customer service. We’re here to help! If you can get your video working, but not audio, open Settings>Audio & Video on your device and turn off Do Not Disturb. 

Then restart Google Meet and test again. If nothing else works, please reach out to us directly with as much information about what you’ve tried as possible: Your email address Sign-in ID associated with your account Device name (like Pixel XL) Device model number Country Code Phone number Audio issues while using Duo? Tested with other services? Where did you purchase your device?

Re-launch the app again and test it. If still not working, follow step 1 to reset camera permissions again.

If it refuses to work, restart the device and try it again. If it still doesn’t work, go to Settings > Apps & notifications > Camera > Permissions, then tap Disabled. 

You can now turn off your camera again and close all apps running in the background by double-pressing the Home button and swiping up all apps. Re-launch the app after restarting your device. 

Once re-launched, you should see a prompt from the app asking you to enable camera permissions once more (Step 1). 

Follow these steps and try out video calling again! If still not working, follow step 2 to reset factory settings.: If that doesn’t work then, follow Step 2 below: Go to Settings > System > Reset options. 

Click on Reset phone or Reset tablet. Tap Erase everything. Wait for the process to complete and reboot your device. Once rebooted, open the Google Meet app and test it. If still not working, follow step 3 to uninstall updates of the app.: If it still doesn’t work, uninstall updates of the app by going to Settings > Apps & notifications > Show system apps. 

Scroll down until you find Google Meet or Meet. Tap on that entry. On the next screen scroll down until you find Uninstall updates. Tap on that option and confirm the uninstallation of updates for that particular version of the app via a pop-up message. 

Now go back to Play Store and reinstall the latest version of the app. Once installed, open the app and test it. If still not working, follow step 4 to factory reset your device.: If it still doesn’t work, do a factory reset of your device as per the following instructions: Go to Settings > Backup & reset > Factory data reset > Reset phone or Reset tablet. 

Confirm by tapping Yes on the next screen. Wait for the process to complete and reboot your device. After rebooting your device, open Google Meet app and test it.

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Best HP Laptops Under $300 – Top Models Compared

To help you decide which HP laptop to buy in this price range, we’ve made our own list of the top models available right now, as well as their advantages and disadvantages. 

No matter what you’re looking for, we’ll point you to the laptop that suits your needs best! Just keep reading below. 

The 5 Things to Look for When Buying an Affordable Computer

Computer prices are all over the place. No matter what you’re looking for, it seems like there’s a different deal to be had every day. 

Finding a good, affordable computer isn’t as simple as it sounds, but thankfully our friends at Small Business Computing Magazine have put together an easy-to-follow list of things to consider before making your purchase.

Here are tips for buying a business computer on a budget 

1. Don’t Buy Cheap Hardware:

This may seem obvious, but cheap hardware is often less than ideal for a number of reasons. For one thing, it can lead to performance issues down the road, especially if you’re running software that requires a lot of power or memory. 

Also, cheaper components tend to break more easily and require more maintenance than higher quality parts do. 

2. Consider Your Software Needs:

You don’t need to buy expensive software in order to run your business effectively, most companies get by just fine with free alternatives like Google Docs and Zoho, but if you do plan on using certain programs (like Photoshop or AutoCAD), then make sure they run well on whatever machine you choose.

Which HP laptop under $300  should I buy?

When it comes to an HP laptop under $300, you don’t want to be cheap when it comes to your purchase. 

If you buy a laptop that is subpar, then you are setting yourself up for failure and losing money on an item that will not work correctly or even break within six months of use. 

If you want quality and something that is going to last, then there are a few options available. 

Here are our top picks for best HP laptops under $300. The first option for the best HP laptop under $300 is a great choice because it has all of the basics that any user would need in order to function in their daily life. 

It has 4GB of RAM, 64GB storage space (which can be expanded), and a 15-inch screen with full HD resolution. The processor speed is 2GHz which should allow most users to multitask without lag issues cropping up during usage. 

It also includes Windows 10 which makes using it very easy since everyone knows how Windows works by now.

The HP Pavilion 15.6

The Pavilion 15.6 is one of HP’s best and most affordable laptops. For under $300, you get a machine with dedicated graphics, an AMD processor and Windows 10. 

The battery life is also excellent, which is always important for students who need to get work done on their computer while they’re away from an outlet. 

While it might not have all of the bells and whistles that pricier models have, if you just want something reliable without breaking your budget, it’s a great choice. 

This model is currently priced at around $280 online. It comes in several different colors as well. One thing to note about its design is that it does tend to pick up fingerprints fairly easily. 

Overall, though, there are very few drawbacks to choosing this laptop. It offers plenty of power for schoolwork and even some light gaming, though don’t expect any high-end titles or intense graphic editing capabilities out of it. 

However, considering its price point, those are perfectly reasonable expectations. If you do decide to purchase one of these machines (or another like it), make sure you check out what kind of warranty is offered before purchasing anything else. 

HP often has good deals on accidental damage protection plans so you can keep your investment safe if anything happens. 

And, once again, it’s worth noting that battery life will vary depending on how much you use your laptop; having enough juice to get through a full day of classes should be more than possible with moderate use. 

But if you spend hours every day watching movies or streaming music over Wi-Fi, then look elsewhere. 

Battery life may only last for five hours instead of eight. With proper care and regular maintenance, keeping vents clear and removing dust from internal components.

This laptop should last through years of college classes without skipping a beat. In fact, some customers say theirs still works perfectly after three years!

The HP ProBook 450 G4 15.6

HP offers three 15.6-inch laptops in its ProBook series: 

The HP ProBook 450 G4, HP ProBook 430 G4 and HP ProBook 440 G4. 

All three come with Intel Core i3 or Core i5 processors and have a resolution of 1920×1080 pixels on a non-touch screen. 

While each laptop comes with one of these two options, only two are available in certain countries, for example, all U.S.-bound ProBooks ship with an i5 chip and none can be had for less than $400 at HP’s website as of Jan 30, 2018. 

If you’re looking for something under $300, your best bet is likely to be some version of the 450 model equipped with a i3 processor (in most countries). 

This laptop has 4GB of RAM and 500GB hard drive. It also includes USB 3.0 ports, a webcam, Bluetooth 4.2 connectivity and 802.11ac Wi-Fi support. 

This computer weighs 5 pounds and measures 0.9 inches thick when closed; it supports up to nine hours of battery life during use and 10 days in standby mode, so you won’t have to worry about charging it often while traveling if it stays closed while packed away inside your bag or suitcase. 

However, there are no touchscreens available on any of these models. That said, we found that they were easy to navigate using just their physical keyboard and trackpad. 

The bottom line: This laptop is great for travelers who want a lightweight machine that doesn’t skimp on performance or features but don’t need a touchscreen interface. 

If you do opt for a touchscr toeen display, however, you’ll get more color options and better overall performance. 

For instance, you could choose from one of four different HP ProBook x360 configurations instead. These range from 12.5 inches to 14 inches in size and offer either Celeron or Core i7 processors as well as anywhere from 2GB to 8GB of RAM depending on which configuration you select. 

Each also includes a 256GB solid state drive and weighs around 2 pounds, making them even lighter than our top pick. 

The HP EliteBook 735 G5 13.3

If you’re looking for a laptop that fits your needs whether it’s for work or play, then you might want to consider taking a look at HP EliteBook 735 G5 13.3-inch laptop which is one of Best Hp Laptop Under $300. 

With its powerful Intel Core i7-8550U processor, 512GB SSD, and 16GB RAM, you can be sure that your workload won’t be a problem with HP EliteBook 735 G5 13.3 inch. 

The portability also makes it ideal for working anywhere like airports and coffee shops where an internet connection is available. 

And if you are someone who likes to watch movies on their laptops, then HP EliteBook 735 G5 13.3 has got you covered as well with its Full HD display screen and vibrant audio quality. 

You will definitely enjoy watching movies on your new laptop! This notebook comes in different colors so if black isn’t really your thing, there are other options available such as silver and blue. 

But no matter what color option you choose, all of them come in a sleek design that will surely turn heads wherever you go! 

It is not very heavy either weighing only 2 pounds so carrying it around won’t be a hassle! If you are looking for something more affordable, then perhaps you should take a look at another model from HP: 

HP Pavilion 15 Gaming Notebook PC. Its price tag is significantly lower than that of HP EliteBook 735 G5 but still offers great performance and features just like its more expensive counterpart. 

So if you want something cheaper but still high performing, then perhaps you should check out HP Pavilion 15 Gaming Notebook PC! 

Either way, both notebooks offer amazing value for money!

Also check out these cheap gaming laptops under 300 dollars: 

1. Acer Aspire E15 15.6 Full HD Touchscreen AMD Ryzen 5 2500U Quad-Core Processor 8GB DDR4 Memory 256GB SSD Windows 10 Home 64-Bit ($259) 
2. Lenovo Ideapad 100S 11.6 Chromebook (Celeron N3060 Dual-Core Processor 4 GB DDR3L SDRAM 16 GB eMMC Flash Memory Chrome OS) ($190)

The HP Chromebook 14-q020nr 14

For under $300, you’re going to struggle to find a better machine. This Chromebook isn’t quite as cheap as some on our list, but it is exceptionally well-built and has a fantastic screen. 

It has two USB 3.0 ports (as well as one USB 2.0), an HDMI port, and a microSD card slot for expandable storage. 

It also comes with an almost too small keyboard, but that’s actually kind of charming (and also helpful if you like to have plenty of space). 

One drawback is that Chromebook 14 doesn’t have an SD card slot or Bluetooth capabilities built in, both of which can be useful in certain situations. 

But overall, it’s hard to go wrong with HP’s Chromebook 14. And at just over $300, it’s hard not to recommend.

If you want a little more performance without having to pay much more than $300, however, consider HP’s Chromebook 11 G6 EE. 

The 11 G6 EE still runs Chrome OS and only has 16GB of local storage, that makes it even less ideal than Chromebook 14 when it comes to offline use, but it has access to Google Play Store and is therefore capable of running Android apps. 

As such, if you plan on using your laptop frequently online or maybe do most work while connected to Wi-Fi anyway, then 11 G6 EE could give you most benefits of full laptops at half their price. 

And since it’s cheaper than full machines, we don’t see any reason why anyone should discount its value proposition solely because of its software limitations.

The Dell Inspiron 15 5000 Series i5577-7359BLK-PUS 15.6 Gaming Laptop, 8th Gen Intel Core i5, 8GB DDR4 RAM, 256GB SSD, Nvidia GeForce MX150 2GB GDDR5 Graphics, Windows 10 Home 64bit

This is another great budget laptop from Dell. It has a lot of advanced features and some quite powerful hardware, which you get for a really reasonable price. 

You don’t get dedicated graphics but it does have an integrated graphics card that can handle most games very well.

It also has excellent battery life for an inexpensive laptop, with about 10 hours between charges. All in all, it’s not a bad choice if you’re on a budget and want to do some basic gaming on your laptop. 

The Acer Aspire E 15 E5-575-33BM 15.6 Full HD Notebook – 8th Gen Intel Core i5-8250U Processor (Up to 3.4GHz), 8GB DDR4 Memory, 1TB HDD: 

If you’re looking for something a little bigger than the Dell above, then take a look at this model from Acer. 

It’s got similar specs but has larger storage capacity and memory too so should be able to run pretty much any game out there without any problems at all. 

The screen isn’t as nice as some other models though so keep that in mind before buying it. The ASUS VivoBook F510UA-AH51 15.6 Full HD Thin Bezel Laptop w/ Intel Core i5-8250U Processor, 8GB RAM, 256GB SSD + 2TB HDD Storage & Windows 10 Home 64bit: 

Another good option if you’re after a mid range laptop is this one from Asus. It comes with decent specifications including an 8th generation processor and plenty of RAM and storage space. 

The screen isn’t amazing but it’s still better than many others in its price range so definitely worth considering if you want something reliable that won’t cost too much money either.