Session 23

Introduction to Deep Learning

Class Objective:

The goal here is to provide an overview of deep learning.

In Class Exercises

Neural Networks Quick Overview Open In Colab

Tensor Tutorial Open In Colab

Convolutional Neural Network Tutorial Open In Colab

MNIST Pytorch on Colab Open In Colab

Tensorflow Intro on Colab Open In Colab

MNIST Tensorflow on Colab Open In Colab

FAST-AI Movielens Unfortunately this can’t be run in colab yet. This is a similar example to what we saw in the excel spreadsheet. https://github.com/fastai/fastai/blob/master/courses/dl1/lesson5-movielens.ipynb