Machine Learning and Data Science resources

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.

Remember kids:

• Data Science gives you insight.

• Machine Learning brings you predictions.

• AI will perform actions based on aforementioned knowledge.

• The AI effect; Everytime we figure out a piece of it, it stops being magical. We say; 'Oh, its just a computation.' (Rodney Brooks)

Overview

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

Todo's:

• 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