How does Tensorflow play a key role in solving machine learning problems ?

( This is a placeholder for my learnings in the context of Tensorflow , updated almost daily, until I complete the course)

Tensorflow is a tool created by Google, which was opensourced, inorder to provide capabilities to solve machine learning problems, for researchers, developers, to not just toy with ML problems, but also produce solutions.

Machine learning vs Traditional Programming

Traditional programming -- We have data coming from diff data sources and we have rules, as to how to manipulate / query the data , to arrive at some answers.

Machine learning -- Its a new paradigm. Given the data and answers, the machine figures out the rules.

courtesy: Laurence Moroney

Neural Networks

Neural Networks is basically a set of functions, which can learn patterns from data.

Learning continues....