trellixvulnteam / deep-learning-gluon-seattle_75tt

content for workshop on deep learning, mxnet gluon and more

Usage:

git clone --recurse-submodules https://github.com/sad-/deep-learning-gluon-seattle

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