TensorFlow Tutorial 2 - Tensor Basics

In this video we go through the most basic and essential tensor operations that really build the foundation to TensorFlow 2.0 and is important to know before moving on to building neural networks which we will start with in the next tutorial! :)

Knowledge in Linear Algebra is very important to have an easier time understanding many tensor operations we go through so I would view as a prerequisite. I think if you don't have that then this series by 3Blue1Brown can be helpful:
https://www.youtube.com/playli....st?list=PLZHQObOWTQD

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OUTLINE:
0:00 - Introduction
0:48 - Imports
2:21 - Initialization methods for Tensors
8:34 - Casting to different types
9:36 - Mathematical Operations
15:16 - Indexing a Tensor
19:18 - Reshaping a Tensor
20:40 - Ending words