Intro
This week we look back at what we learned so far and get a first taste of Keras / Pytorch.
Schedule
| Time | Desc |
|---|---|
| 20 mins | Looking back at NN |
| 40 mins | Keras - Intro + first steps |
| 10 mins | Break |
| 40 mins | Pytorch - Intro + first steps |
Content
Looking back at the inner working of a NN- 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
Preparation work
No preparation this week
The goal this week is to:
- Start using Pytorch / Keras
- Start learning how to deploy models
Going further
- DL with Pytorch
- DL with Python
- Username + pwd sent by email