Usage:
git clone --recurse-submodules https://github.com/sad-/deep-learning-gluon-seattle
Repo for resources for workshop on deep learning with Apache MXNet, Gluon, Amazon SageMaker and more
Day 1
| Title | Length | Presenter |
|---|---|---|
| 01 - Introduction to Deep Learning | 45 | Soji |
| 02 - Introduction to MXNet, Gluon and Amazon SageMaker | 30 | Nathalie |
| 03 - Gluon Crash Course | 90 | Soji/Nathalie |
| Lunch Break | 60 | |
| 04 - Overview of Computer Vision | 45 | Soji |
| 05 - Gluon CV | 30 | Soji |
| 06 - Object Detection lab | 60 | Soji |
| Break | 15 | |
| 07 - Generating Images lab | 60 | Nathalie |
Day 2
| Title | Length | Presenter |
|---|---|---|
| 08 - Introduction to Time Series and Sequence Models | 45 | Nathalie |
| 09 - Introduction to Recurrent Neural Networks | 30 | Nathalie |
| 10 - Gluon Forecasting lab | 90 | Nathalie |
| Lunch Break | 60 | |
| 11- Overview of NLP | 40 | Soji |
| 12 - Gluon NLP | 30 | Soji |
| 13 - Visual Anomaly Detection lab | 60 | Nathalie |
| Break | 15 | |
| 14 - Reinforcement Learning lab | 60 | Soji |