Advanced Deep Learning with Python

Table of Contents

1. The Nuts and Bolts of Neural Networks
2. Understanding Convolutional Networks
3. Advanced Convolutional Networks
4. Object Detection and Image Segmentation
5. Generative Models
6. Language Modelling
7. Understanding Recurrent Networks
8. Sequence-to-Sequence Models and Attention
9. Emerging Neural Network Designs
10. Meta Learning
11. Deep Learning for Autonomous Vehicles