workshops

Workshops

This folder contains packets which can be used as workshops or study jams. Each packet contains presentation slides and accompanying code labs. The presentation materials are licensed as CC-BY 4.0 and the code labs as Apache License 2.0 --you are free to use, modify and redistribute with the requirement to retain attribution to Google LLC.

Each workshop packet is designed for a 2 hour workshop or study jam. The code labs can be ran either on attendee's laptop or on Google Cloud using colab.

2019

Workshop	Level
Models
Neural Networks	Fundamental
Convolutional Neural Networks	Fundamental
Wide Convolutional Neural Networks	Intermediate
Advanced Convolutional Neural Networks	Intermediate-Advanced
Mobile Convolutional Neural Networks	Intermediate-Advanced
Data
Data Engineering	Fundamental
Data Augmentation	Intermediate-Advanced
Training
Training	Fundamental
Transfer Learning	Intermediate
Production
Production	Intermediate-Advanced
Modern CNN	Intermediate-Advanced

2020

Workshop	Level
Models
Data
Training
Production
Modern CNN	Intermediate-Advanced