In this 2+ hour crash course, we will dive into neural networks and the TensorFlow Python library
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
#tensorfflow #machine-learning #data-science #programming #python