Session 21
Introduction to Deep Learning
Class Objective:
The goal here is to provide an overview of how data processes can be scaled with Spark.
Readings (To be done before class):
You can do Deep Learning Neural Networks - The Math of Intelligence #4 Play Around with this Hands-On Machine Learning Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurélien Géron (Skim Chapters 9-11)
In Class Exercises
Deep learning exercises on Dropbox.
In Class
| Neural Networks Quick Overview |  |
| Tensor Tutorial | |
| Convolutional Neural Network Tutorial | |