Crash Course on TensorFlow Tensors and their Applications
We discuss the most important features of tensors in TensorFlow, useful tensor methods you should know, and where you would use them in your Deep Learning projects.
Notebook Link:
https://colab.research.google.com/dri...
TIMESTAMPS:
0:00 Introduction
0:10 What is a Tensor
1:26 Tensor properties
1:51 Changeable Tensors
2:30 Initializing Tensors
3:43 Tensorflow Tensor vs Numpy array
4:38 Indexing Tensors
5:10 Tensor Operation
5:52 Tensor Multiplication
7:31 Reshape and Transpose Tensors
7:46 Outer Product
8:15 Tensor Datatypes
9:19 Tensor Aggregation
11:55 Audio as a Tensor Application