Start Here

This society is dedicated to providing educational content about artificial intelligence. This page contains some general machine learning resources, while topics specific to the society can be found in the other repositories.

We welcome any suggestions about how to improve any of our content. And please feel free to fork and play around with anything that captures your interest. We hope this aids your journey into a fascinating and revolutionary field.

Getting Started with Machine Learning:

https://github.com/ZuzooVn/machine-learning-for-software-engineers https://github.com/ageron/handson-ml https://github.com/jbhuang0604/awesome-computer-vision https://github.com/academic/awesome-datascience https://github.com/hangtwenty/dive-into-machine-learning

Guides from organisations:

https://github.com/microsoft/AI https://spinningup.openai.com/en/latest/user/introduction.html

Projecs from ML Socities:

https://github.com/google-research/google-research https://github.com/deepmind/deepmind-research

General Resources:

How to Read a Paper

Lists of Papers:

https://github.com/kjw0612/awesome-deep-vision https://github.com/kjw0612/awesome-rnn https://github.com/terryum/awesome-deep-learning-papers https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

Blogs:

Berkeley AI Blog Google AI Blog

Papers with Data and Code:

Code Ocean

Data Sources:

General:

Canadian Government Open Portal

Climate Data:

Exio Base

Climate.gov

Machine Learning Contests

Dream Challenges

Data Science Bowl

Physio Net