https://github.com/reshamas/fastai_deeplearn_part1

Notes for Fastai Deep Learning Course
https://github.com/reshamas/fastai_deeplearn_part1

deep-learning image-recognition python python3 pytorch

Last synced: 13 days ago
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Notes for Fastai Deep Learning Course

• Host: GitHub
• URL: https://github.com/reshamas/fastai_deeplearn_part1
• Owner: reshamas
• License: mit
• Created: 2017-11-05T16:10:16.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2023-08-23T15:01:57.000Z (about 1 year ago)
• Last Synced: 2024-10-15T11:24:20.289Z (28 days ago)
• Topics: deep-learning, image-recognition, python, python3, pytorch
• Language: HTML
• Homepage: http://www.fast.ai
• Size: 36.8 MB
• Stars: 1,126
• Watchers: 71
• Forks: 313
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

Awesome Lists containing this project

README

        
# [fast.ai](http://www.fast.ai)

- latest course (v3):  https://course.fast.ai

- fastai on **GitHub:**  [fastai](https://github.com/fastai/fastai) 

- Data

    - [Torrents](http://academictorrents.com/browse.php?search=fastai&page=0)

    - [some fastai files](http://files.fast.ai) (files, models, data)

## About Me 

* [My Blog](https://reshamas.github.io) (Reshama Shaikh)

* Twitter: [@reshamas](https://twitter.com/reshamas)

## Projects

- [Deploying Deep Learning Models On Web And Mobile](https://reshamas.github.io/deploying-deep-learning-models-on-web-and-mobile/) with [Nidhin Pattaniyil](https://www.linkedin.com/in/nidhinpattaniyil/)

---

## Courses (my outlines)

### Deep Learning

- [Version 3] (fastai_dl_course_v4.md) (Spring 2020) 

- [Version 3](fastai_dl_course_v3.md) (Fall 2018 to Spring 2019) 

- [Version 2](fastai_dl_course_v2.md) (Fall 2017 to Spring 2018)

- [Version 1](fastai_dl_course_v1.md) (Fall 2016 to Spring 2017)  

### Machine Learning

- [Fall 2017](fastai_ml_course.md)

---

## Helpful Resources

* [Directory of fastai and DL terms](fastai_dl_terms.md)

* [Solving the Most Common Errors](tips_troubleshooting.md)

* [Fastai FAQs for Beginners](tips_faq_beginners.md)

* [30+ Best Practices](http://forums.fast.ai/t/30-best-practices/12344)

* [Resources](resources.md) (Blogs Written by fastai Fellows / Research Papers, etc)

* [Fastai Blog Posts](http://www.fast.ai/topics/) (by Rachel Thomas & Jeremy Howard)

    - podcast with [Jeremy Howard on fastai_v1](https://twimlai.com/twiml-talk-186-the-fastai-v1-deep-learning-framework-with-jeremy-howard/) :red_circle:

    - podcast with [Rachel Thomas](https://twimlai.com/twiml-talk-138-practical-deep-learning-with-rachel-thomas/)

- [Jeremy's PyTorch Tutorial](https://github.com/fastai/fastai_old/blob/master/dev_nb/001a_nn_basics.ipynb) 

## [Technical Tools](tools/)

* [tmux on AWS](tools/tmux.md)

* [Download data using Kaggle CLI](tools/download_data_kaggle_cli.md)

* [Download data using Chrome and wget](tools/download_data_browser_curlwget.md)

* [Jupyter Notebook Commands & Shortcuts](tools/jupyter_notebook.md)

* [How to Create a Keypair](tools/create_keypair.md)

* [Copy Files from Local PC to Cloud PC](tools/copy_files_local_to_cloud.md)

## Other Resources

- [Publish notebooks as Github gists with a single button click!](https://jupyter-contrib-nbextensions.readthedocs.io/en/latest/nbextensions/gist_it/readme.html)

- [Tips for building large image datasets](https://forums.fast.ai/t/tips-for-building-large-image-datasets/26688)