Introducing machine learning frameworks

Now as we are acquainted with the fundamentals of machine learning, let's look into some interesting machine learning frameworks and libraries that we can use in Python. In this book, we are going to discuss two specific open source machine learning frameworks, namely TensorFlow and PyTorch.

Basically, a machine learning framework can be a tool, a library or even serve as an interface to get you started with building your machine learning models.

Tensors by example

You might have come across this term many times, primarily because of the popular TensorFlow frameworks and TPU. Before understanding what a tensor is, it is important to recall our high school understanding of scalar...