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awesome-machine-learning
A collection of awesome Machine Learning resources
https://github.com/dhamaniasad/awesome-machine-learning
Last synced: 5 days ago
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Visualization
- Quiver - Interactive convnet features visualization for Keras
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Learning
- Machine Learning is Fun Series - The world's easiest introduction to Machine Learning. A guide for anyone who's curious about ML but has no idea where to start
- Learn Python - A site that teaches you Python interactively
- Learn Python the Hard Way - One of the best sites to learn programming in Python
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Publications
- GitXiv - Collaborative Open Computer Science. Pairs the latest ML research with its open source implementation
- Arxiv Sanity Preserver - An easier interface for Arxiv serving research papers on ML Search, sort, and find popular papers
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YouTube
- Machine Learning Recipes - Google Developers Machine Learning Recipes playlist. Covers basic concepts in easy to follow format
- Humans Need Not Apply - Awesome video about the future of jobs with AI
- MarI/O - An AI learns to play Super Mario from scratch through Genetic Algorithms
- Viv - Viv, the future of Siri-like AIs. Generates programs on the fly using your query
- Deep Learning Simplified - A series of videos that aims to simplify common deep learning concepts in an easy to understand manner
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Articles
- Wait But Why AI Article - One of _the_ best reads on AI out there
- A visual introduction to Machine Learning - A very cool visual introduction to machine learning to help you develop an intuition for how things work
- A few useful things to know about machine learning - A very useful paper that explains a lot of basic concepts about machine learning
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