https://github.com/yassouali/fast.ai_notes
:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.
https://github.com/yassouali/fast.ai_notes
deep-learning fastai machine-learning notes
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:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.
- Host: GitHub
- URL: https://github.com/yassouali/fast.ai_notes
- Owner: yassouali
- Created: 2019-01-14T00:51:14.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-07-11T22:14:13.000Z (over 6 years ago)
- Last Synced: 2025-06-23T18:03:33.703Z (4 months ago)
- Topics: deep-learning, fastai, machine-learning, notes
- Homepage:
- Size: 22.4 MB
- Stars: 72
- Watchers: 3
- Forks: 24
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# Notes for [fast.ai](https://www.fast.ai/) courses
## Introduction to Machine Learning for Coders:
* Course [Link](https://course.fast.ai/ml) - [Github repo](https://github.com/fastai/fastai/tree/master/courses/ml1) - [Youtube playlist](https://www.youtube.com/playlist?list=PLdU_yAhDwVefmKny848HTdvNSbdN_eS-B)
* Notes: [Lec 1](intro_to_ML/lecture1.md) - [Lec 2](intro_to_ML/lecture2.md) - [Lec 3](intro_to_ML/lecture3.md) - [Lec 4](intro_to_ML/lecture4.md) - [Lec 5](intro_to_ML/lecture5.md) - [Lec 6](intro_to_ML/lecture6.md) - [Lec 7](intro_to_ML/lecture7.md) - [Lec 8](intro_to_ML/lecture8.md) - [Lec 9/10](intro_to_ML/lecture9_10.md) - [Lec 11](intro_to_ML/lecture11.md).
## Practical Deep Learning for Coders (2018):
* Course [Link](https://course.fast.ai/ml) - [Github repo](https://github.com/fastai/fastai/tree/master/courses/dl1) - [Youtube playlist]()
* Notes: [Lec 1](parctical_DL/lecture1.md) - [Lec 2](parctical_DL/lecture2.md) - [Lec 3](parctical_DL/lecture3.md) - [Lec 4](parctical_DL/lecture4.md) - [Lec 5](parctical_DL/lecture5.md) - [Lec 6](parctical_DL/lecture6.md) - [Lec 7](parctical_DL/lecture7.md).
## Cutting Edge Deep Learning for Coders (2018):
* Course [Link](http://course.fast.ai/part2.html) - [Github repo](https://github.com/fastai/fastai/tree/master/courses/dl2) - [Youtube playlist]()
* Notes: [Lec 8](cutting_edge_DL/lecture8.md) - [Lec 9](cutting_edge_DL/lecture9.md) - [Lec 10](cutting_edge_DL/lecture10.md) - [Lec 11](cutting_edge_DL/lecture11.md)- [Lec 12](cutting_edge_DL/lecture12.md) - [Lec 13](cutting_edge_DL/lecture13.md)- [Lec 14](cutting_edge_DL/lecture14.md).