Deep Learning Materials

Deep Learning with Python Materials

• Slides for Chapter 21 part 1 (neural networks) of textbook.
• Additional early connectionism slides
• MNIST.ipynb
• DLwP Ch 2 Part 1
• DLwP Ch 2 Part 2
• DLwP Ch. 2 Part 3
• DLwP Ch. 4
• DLwP Ch. 5
• DLwP Ch. 8
• DLwP Ch. 11
• Convolutional Network pictures
• Racism in the Boston Housing Data?
• A figure from Reading in the Brain by Stanislas Dehaene. Complete reference is available here.
• Movies.ipynb
• News.ipynb
• House.ipynb
• Github link to the Jupyter Notebooks
• Google Colaboratory another way to run Jupyter Notebooks (Thanks Maxwell!)