This repo contains links and slides of a quick tutorial focused on the Keras Deep Learning API, which was done in collaboration with the Codeprentice Workshop Series.
Google Drive Link to the slides
Google Drive Link to the presentation
The following section breaks down pertinent links for each part of the tutorial.
Overview of DL API Landscape
Comparison of different DL APIs
The Graph and Eager Execution
Introduction to The Graph
Eager Execution Explained
Debugging Keras with Eager Execution
Sequential vs Functional API
Tensorboard and TensorboardX
Tensorboard in Keras
TensorboardX Docs
TensorboardX GitHub
Quantization and TFLite
Quantization Aware Training in Keras
Converting a Keras Model to TFLite