What Are Popular AI/ML Based Framework?

Who hasn’t heard of the term AI-ML Technology, in today’s time?

I guess, almost everyone is aware of this term!

But, did you know this concept has been around for almost over a decade now!

The concept was first discovered by a mathematician named Alan Turing, who published an article titled “Computing Machinery and Intelligence” in 1950. In his article, Turing discussed the possibility of the existence of artificial intelligence mathematically.

Today, the world is witnessing several inventions of AI-ML Technology, from Robots to Siri to Google Assistance. The demand for this technology is increasing in every sector because it enables businesses and institutions to do things more efficiently and quickly, compared to a human being.

Along with this, the community has also started growing exponentially, which leads to the evolution of AI frameworks that help you understand the technology.

In this article, we will dig deep about AI Technology, its benefits and the latest frameworks.

What Is Artificial Intelligence?

Artificial Intelligence or AI is a system that mimics human intelligence to perform tasks and can iteratively improve themselves based on the information they collect.

The technology is helping businesses in boosting their efficiencies and productivity by automating their procedure and operations.

Benefits of leveraging AI Technology

• Improve Efficiency- It is one of the greatest benefits of AI Technology. The institutions leverage the technology to perform any task faster and more efficiently.
• Improve Workflow- Although the technology is being leveraged to automate the entire task, it also helps in improving human workflows. Deep learning technologies like Natural Language Processing (NLP) and Automated Speech Recognition (ASR) have transformed the way people work in professions like education, media and entertainment, and law enforcement.
• Lower Human Error Rates- This technology eliminates the risk of human errors and provides accurate and authentic results to the industries.
• Valuable Data Insight- The technology helps businesses in securing an array of data.
• More Informed Decision Making- The secured data helps the organizations make better decisions that could benefit them.

Best AI/ML Frameworks

All these benefits are the result of the AI framework and tools that made the technology more friendly for the users. Here we present you the list of the best AI/ML Frameworks to make AI learning much easier:

• TensorFlow- Popular open-source free framework that allows developers to use machine learning in JavaScript or in Node for numerical computation at once. It provides a scalable interface to the users to perform multiple programming instantly and easily. This framework is capable of high computational power. Hence, it can be used on any CPU or GPU.
• PyTorch- An open-source framework that rapidly starts offering numerous algorithms for developing deep learning networks. This framework includes a lot of routines to index, slice, transpose with an N-dimensional array model.
• Scikit-Learn- It’s a Machine Learning library that supports both supervised and unsupervised learning. This framework has a lot of calculations for regular AI and data mining assignments.
• Keras- This framework uses the TensorFlow network for creating another high-level library for neural networks.
• Spark MLib- This framework is released by Apache and is supported by R, Scala, Java and Python. It supports a large number of ML algorithms, ML workflows and other utilities.

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