Neural Networks & TensorfFlow Crash Course

In this 2+ hour crash course, we will dive into neural networks and the TensorFlow Python library

Tech With Tim YouTube:
   / @techwithtim  

There are text based tutorials for each part of this video. You can find them all here:
https://techwithtim.net/tutorials/pyt...

Tensorflow install: pip install -q tensorflow==2.0.0-alpha0

Tensorflow Guides Followed:
https://www.tensorflow.org/tutorials/...
https://www.tensorflow.org/tutorials/...


Timestamps: before intro
00:00:00 - Introduction
00:00:27 - How a Neural Network Works
00:24:39 - Loading & Looking at Data
00:37:44 - Building Our First Model
00:55:05 - Making Predictions
01:00:09 - Text Classification with Movie Reviews
01:26:40 - Embedding Layer Explanation
01:35:55 - Global Average Pooling Layer
01:40:23 - Training the Text Classification Model
01:50:20 - Saving & Loading a Model