This repository will hold a collection of valuable ML/DS resources and references. Every reference and resource is given in no specific order.
Currently, this repo is still a work-in-progress, the current setup is subject to change.
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Data Science gives you insight.
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Machine Learning brings you predictions.
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AI will perform actions based on aforementioned knowledge.
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The AI effect; Everytime we figure out a piece of it, it stops being magical. We say; 'Oh, its just a computation.' (Rodney Brooks)
To structurize things a bit, this repo is divided into several main subjects:
| Subject | Description |
|---|---|
| Blogs/Websites | Collection of great blogs and websites |
| Books | Collection of free books |
| Courses | Collection of awesome courses |
| Machine learning | Machine Learning related subjects |
| NLP | Natural Language Processing related subjects |
| Tutorials | Tutorials are located here |
- Re-structure this repo according to subject
- Computer Vision
- Reinforcement Learning
- Recommender Systems
- Time Series
- Check this curated list, maybe another curated list and this repo