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.
| 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 |
| Workshop | Level |
|---|---|
| Models | |
| Data | |
| Training | |
| Production | |
Modern CNN |
Intermediate-Advanced |