Rawkush/notes

Lecture Notes

For the course Practical Deep Learning For Coders v3

First of all, 00_notebook_tutorial.ipynb

1. Lesson 1

• Webpage
• Video
• Lesson Forum
• General Forum
• lesson1-pets.ipynb

2. Lesson 2

• Webpage
• Video
• Lesson Forum
• General Forum
• lesson2-download.ipynb
• lesson2-sgd.ipynb

3. Lesson 3

• Webpage
• Video
• Lesson Forum
• lesson3-planet.ipynb
• lesson3-camvid.ipynb
• lesson3-imbd.ipynb
• lesson3-head-pose.ipynb

4. Lesson 4

• Webpage
• Video
• Lesson Forum
• lesson4-collab.ipynb
• lesson4-tabular.ipynb

5. Lesson 5

• Webpage
• Video
• Lesson Forum
• lesson5-sgd-mnist.ipynb

6. Lesson 6

• Webpage
• Video
• Course Forum
• lesson6-rossmann.ipynb
• rossman_data_clean.ipynb
• lesson6-pets-more.ipynb

7. Lesson 7

• Webpage
• Video
• Course Forum
• lesson7-resnet-mnist.ipynb
• lesson7-superres-gan.ipynb
• lesson7-superres-imagenet.ipynb
• lesson7-superres.ipynb
• lesson7-wgan.ipynb
• lesson7-human-numbers.ipynb