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https://github.com/cedrickchee/fastai-course-v3

My notebooks for the 3rd edition of course.fast.ai - coming in 2019

https://github.com/cedrickchee/fastai-course-v3

Science Score: 26.0%

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course-materials deep-learning educational fastai jupyter-notebooks
Last synced: 6 months ago · JSON representation

Repository

My notebooks for the 3rd edition of course.fast.ai - coming in 2019

Basic Info
  • Host: GitHub
  • Owner: cedrickchee
  • License: apache-2.0
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 117 MB
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  • Stars: 4
  • Watchers: 3
  • Forks: 3
  • Open Issues: 0
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course-materials deep-learning educational fastai jupyter-notebooks
Created over 7 years ago · Last pushed about 7 years ago
Metadata Files
Readme License

README.md

fast.ai Deep Learning for Coders Course v3 (2019)

My Jupyter Notebooks for the 3rd edition of https://course.fast.ai/ - coming in 2019.

This material is only for current students. Please do not share outside the course.

Notebooks

Practical Deep Learning for Coders Part 1 v3

My own notes

| Notebook | Description and Notes | | --- | --- | | 00notebooktutorial.ipynb,
lesson1-pets.ipynb | Lesson 1 - Image Recognition | | lesson2-download.ipynb
lesson2-sgd.ipynb | Lesson 2 - Computer Vision: Deeper Applications | | lesson3-planet.ipynb
lesson3-camvid.ipynb
lesson3-head-pose.ipynb
lesson3-imdb.ipynb | Lesson 3 - Multi-label, Segmentation, Image Regression, and More | | lesson4-tabular.ipynb
lesson4-collab.ipynb | Lesson 4 - NLP, Tabular, and Collaborative Filtering | | lesson5-sgd-mnist.ipynb | Lesson 5 - Foundations of Neural Networks | | lesson6-rossmann.ipynb
rossmandataclean.ipynb
lesson6-pets-more.ipynb | Lesson 6 - Foundations of Convolutional Neural Networks | | lesson7-resnet-mnist.ipynb
lesson7-superres-gan.ipynb
lesson7-superres-imagenet.ipynb
lesson7-superres.ipynb
lesson7-wgan.ipynb
lesson7-human-numbers.ipynb | Lesson 7 - ResNets, U-Nets, GANs and RNNs |

License

This repository contains a variety of content; some developed by Cedric Chee, and some from third-parties. The third-party content is distributed under the license provided by those parties.

I am providing code and resources in this repository to you under an open source license. Because this is my personal repository, the license you receive to my code and resources is from me and not my employer.

The content developed by Cedric Chee is distributed under the following license:

Code

The code in this repository, including all code samples in the notebooks listed above, is released under the MIT license. Read more at the Open Source Initiative.

Text

The text content of the book is released under the CC-BY-NC-ND license. Read more at Creative Commons.

Owner

  • Name: Cedric Chee
  • Login: cedrickchee
  • Kind: user
  • Location: PID 1
  • Company: InvictusByte

Lead Software Engineer | LLMs | full stack Go/JS dev, backend | product dev @ startups | 🧑‍🎓 CompSci | alumni: fast.ai, Antler.co

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Dependencies

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