Intro
This week we look back at what we learned so far and get a first taste of Keras / Pytorch.
Schedule
| Time | Desc |
|---|---|
| 10 mins | Sharing and inspiration |
| 10 mins | What is colab? |
| 50 mins | Keras & Pytorch: Intro + first steps |
| 10 mins | Break |
| 50 mins | Practice / research |
Content
- Sharing and inspiration
what is colab- 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
Goal
The goal this week is to:
- Start using Pytorch / Keras
- Start learning how to deploy models
Preparation work
Practice you Python skills, do some research for tools / ideas.
Going further
- DL with Pytorch
- DL with Python
- Also on Manning. Username + pwd sent separately
- Learn Python the hard way