Intro
This week we take one step back and two steps forward!
Schedule
| Time | Desc |
|---|---|
| 10 mins | Sharing, inspiration, communication |
| 15 mins | Step back, Keras & Pytorch: What is it? |
| 15 mins | ImageGen: What the #@ˆ% are we doing? |
| 10 mins | Break |
| … | Practice / research |
Content
- Sharing and inspiration
- Step back, Keras & Pytorch: What is it?
- Intro to tools: Keras
- First steps with Keras
- First Look
- Classifying movie reviews
- Shape classifier
- Intro to tools: Pytorch
- First steps with Pytorch
- Using pretrained models
- All as tensors
- Turn real-world data into tensors
- ImageGen: What the #@ˆ% are we doing?
Goal
The goal this week is to:
- Understand what ML models are built with
- Understand how ImageGeneration models are working
- Getting more familiar with tools
Preparation work
Try to work with Keras, explore ImageGen tools
Going further
- DL with Pytorch
- DL with Python
- Also on Manning. Username + pwd sent separately
- Learn Python the hard way