If you have a keen interest in technology and artificial intelligence, then you might have heard of TensorFlow.
TensorFlow is an open-source machine learning framework that is used by Google. Now in operation for more than 5 years, TensorFlow is only growing in popularity.
If you aren’t familiar with TensorFlow, you might be puzzled as to why this one specific machine-learning framework is so popular.
There are lots of reasons why TensorFlow is so popular, but if you want to find out more, you’re in the right place.
In this guide, we’re taking a look at exactly why TensorFlow is so popular. There are lots of reasons for this, and we’ll explore a number of them in this guide.
So, if you want to find out more, keep on reading!
What Is TensorFlow?
First things first, let’s take a look at what TensorFlow is. TensorFlow is a free and open-source software library built for machine learning and artificial intelligence.
It is very versatile and can be used for a wide variety of different tasks. However, the key focus of this software is the training and inference of deep neural networks.
Unless you are really clued up in the tech world, it can be a little difficult to understand what all this different information means.
But essentially, TensorFlow is an end-to-end open learning platform that is designed to be used by everyone. For that very reason, it is a lot more user-friendly than some of the other learning platforms out there.
Within TensorFlow’s platform, you will encounter lots of different tools that could be useful, and information that can help you learn new things.
TensorFlow is basically an ecosystem in its own right, filled with tools, libraries, and lots of different community resources. It will help you develop your knowledge of this industry, and that is part of what makes it popular.
Of course, there is so much more to TensorFlow that makes it incredibly popular. In this guide, we’re taking a look at 5 reasons why TensorFlow is so popular.
So with that in mind, let’s take a look at what these 5 reasons are.
Why Is TensorFlow So Popular?
As we have said, there are lots of reasons why TensorFlow is so popular.
If you are looking for more information on why this platform has become so popular since it first launched, you’re definitely in the right place.
Below, we’ve compiled together 5 different reasons why TensorFlow has become so popular to give you a better idea of why this is such a big platform.
So without further ado, let’s dive right in!
Lots Of Support For Tooling And Integration
One of the biggest reasons why TensorFlow is so popular is because it offers lots of support for tooling and integration. TensorFlow is so much more than just a machine learning framework.
It is so much more than just a toolkit. It is something that combines all these things, and that is what makes it so popular.
TensorFlow is fully integrated with different platforms, and that makes it so brilliant. It is integrated with Python’s IDEs, and this makes it accessible to a number of developers.
It also offers a platform that allows developers to manage the entire lifecycle of AI apps. In addition to this, it also gives users insights into the programs run on TensorFlow.
It is an excellent example of tooling and integration, and that plays a huge part in its popularity.
Part Of Mainstream Public Cloud
Another reason why TensorFlow is so popular is because it is part of the mainstream public cloud.
Products tend to be significantly more popular when they run on the public cloud, and TensorFlow is an integral part of most cloud-run software. So a lot of people come into contact with this software without even realizing it.
On a number of public cloud platforms, TensorFlow is powering the APIs for computer vision, natural language processing, personalization, and recommendation services.
So, this software plays a big role in the public cloud. This alone makes it very popular among a number of users. Even if those users didn’t realize they were interacting with TensorFlow to start with.
Backed By Google
One of the biggest reasons why TensorFlow is so popular is because it is backed by Google. Google really is one of the biggest companies in the entire world, and it is definitely one of the most famous.
So, this platform being backed by Google alone is enough to make it popular among a number of people.
Of course, there is a lot more to this point, and this is mainly because TensorFlow is financially supported by Google. It is Google’s own little project, and this gives it a lot more credibility.
Google leverages TensorFlow in a wide number of its products, including Google Nest, Google Assistant, and more. This really helps to increase its popularity!
In the tech industry, Google really is one of the biggest companies. So it makes sense that a lot of people enjoy a platform that was created by this company.
Omnipresent Platform For Developers
Another huge reason why TensorFlow is so popular is because it is an omnipresent platform for a wide number of developers. For a number of running machine learning models, TensorFlow is the only framework available.
This has contributed massively to the popularity of TensorFlow, simply because there isn’t really any competition for this platform in some industries.
Models trained with TensorFlow are super easy to optimize with CPUs and GPUs, which is another reason why this platform is so popular.
In addition to this, TensorFlow Lite has grown immensely popular too as it can be used with mobile devices and IOT devices, giving it a lot more versatility.
Across multiple platforms, TensorFlow is one thing that is omnipresent for developers, and that is a huge part of what has led it to become so popular.
Powerful When Used With Keras
Finally, TensorFlow is super popular as it is incredibly powerful. Especially when it is used in combination with Keras.
TensorFlow 2.0 embraced the Keras framework, and this contributed to this platform becoming a lot easier to use. Specifically among those who haven’t worked with these sorts of platforms before.
Early versions of TensorFlow were complex, and this did take away from how powerful they are.
However, later versions are a lot more powerful simply because of the use of Keras which has made them easier to use for beginners in this industry. This is a massive part of what has led TensorFlow to be so popular.
Summary
In short, there are lots of reasons why TensorFlow is so popular. A huge part of the reason why this platform is so popular comes from the fact that this machine learning platform is backed by Google.
Google is a giant in the online world, so it makes sense that a platform backed by Google would be popular too.
Of course, this isn’t the only reason why TensorFlow is so popular. In the guide above, we’ve taken a look at lots of different reasons why TensorFlow has become so popular since it first launched.
We hope this information has been helpful, thanks for reading!
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