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15 AI Tools and Frameworks You Need to Know in 2020

We all know that by the introduction of AI, several things have changed and will be changing in the future. But have we ever thought that what are these things that are changing the world with AI? If you said no, then let me tell you that these are the AI tools and Frameworks with the use of which we can see the change.

There are several AI tools and frameworks which have been developed until now, and I am sure that where there is such a vast number of options making correct choices is a challenging task. But with the help of this article, we are going to have a look at 15 AI Tools and Frameworks that you need to know in 2020 and would be able to help you a lot in several works.

All about AI

Before heading towards the top 15 AI tools and frameworks section, let us give a quick look at what is AI? So AI, which is known as Artificial Intelligence, is the capability that is given to various computer systems with the help of which they can think and do the decision making work quickly. When AI was invented, at that time, it was being used in computer systems only, but now there is no smart device where AI is not being used. We would be able to notice AI being used in smartphones, laptops, and various such devices.

Here are some of the key features and uses of Artificial Intelligence-

This was all about a small introduction to AI, and it’s key features. Let us now head towards the main topic, which is 15 AI tools and frameworks.

15 AI tools and frameworks that you need to know in 2020

Here is the list of 15 AI tools and frameworks that you need to know in 2020-

1. Google ML Kit

As the name says Google ML kit, it is a machine learning AI-based SDK. With the help of which several developers would be able to create specialized features for Android and iOS platforms.

The basic working of this SDK is that we would be able to use machine learning technology in application with the help of APIs. There are several key features of this AI-based SDK; those features are as follows-

2. H2O

H2O is an open-source AI platform with the help of which business works can be done with ease. Moreover, it helps in decision making. It offers several features in various works such as insurance analytics, advertisements, healthcare, and many more.

Here is the list of some key-features of H2O-

3. TensorFlow

TensorFlow is an open-source AI library, which is used to build models with the help of data flow graphs. We would be able to create large-scale neural networks with this platform.

Although this platform is so vast, here is the list of some uses of TensorFlow-

4. AutoML

AutoML is one of the best and most powerful AI tools and libraries that you can ever use. This tool will help you in creating a solution for all the data and stats regarding issues with machine learning.

There are several features of AutoML, let us have a look at them-

5. PyTorch

PyTorch is an AI tool with the help of which we would be able to develop neural networks based on deep learning. PyTorch is a tool created by Facebook, and the most crucial part is that it is an open-source system. We would be able to use PyTorch with the help of programming languages such as Python and C++.

Here is the list of some key features of PyTorch-

6. Keras

Keras is an AI-based software that uses Python, and if you love working with Python, then I am sure that you are going to fall in love with this high-level library. Moreover, another most significant thing about this platform is that it uses TensorFlow as it’s backend.

7. OpenNN

OpenNN is an AI tool that is specially designed for professional developers only. The reason it’s for the use of expert developers is that it offers advanced analytics features. Moreover, all the advanced analytics is done with the help of a neural designer tool, which provides graphs and other stats regarding data.

8. Microsoft Cognitive Toolkit

Here is the entry of Microsoft Cognitive Toolkit(CNTK), which is an open-source library that contains almost every primary feature with the help of which we can create a neural network easily. You would be able to build your neural network with the help of C++ and Python. An addition is that you would be able to use C# and Java language also.

Here are some of the important features of CNTK-

9. Apache MXNet

Apache MXNet is one of the most powerful deep learning open-source AI framework with the help of which you would be able to develop deep learning algorithms quickly. The primary use of this framework is to solve problems such as speech and object recognition and machine translation.

Here is the list of crucial features that you would be able to get with this platform-

10. Caffe

With the help of this AI-based software, you would be able to develop research projects and large-scale industrial applications. Generally, it is a deep learning AI framework that is used for numerous reasons. Some of those reasons are listed-below-

11. Theano

Theano is a complete Python library with the help of which we would be able to work with mathematical operations and various arrays efficiently. Theano can be easily found in the process of building of in-depth learning projects.

Although it is a heavy AI-based software, still users would be able to get high-speed results from it quickly.

Here is the list of features that you are offered with this AI software-

12. Scikit Learn

I am sure that you all must have heard about this platform, as it is one of the most used and well-known machine learning library. The main reason behind the massive support of this platform’s library is the libraries of Python, NumPy, and SciPy.

13. Accord.NET

If you love working with C#, then Accord.NET is the best AI framework to work with. Moreover, it is open-source, which means you would be able to get massive support from its community, which will help you in several ways.

14. AWS ML

AWS is also known as Amazon Machine Learning, and it is one of the significant AI frameworks with the help of which we can get numerous AI solutions quickly.

Here is the list of features you get with this framework-

15. Apache Mahout

Apache Mahout is a compelling and robust ML library. With the help of this framework, the system enhances its performance based on the provided data only.

Here are some of the critical features of this AI framework-

This was all about the 15 AI Tools and Frameworks that you need to know in 2020.

Conclusion

Here we have come to the end of this article in which we have discussed one of the most challenging questions that were, which are the top 15 AI tools and frameworks you need to know in 2020. All the above-listed AI tools and frameworks are the best and highest rated ones. They can provide their users with one of the best features and working experience.

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