- Machine Learning by Andrew Ng - Coursera.org
- Machine Learning - Caltech
- sentdex - YouTube channel all about Python, ML, Deep Learning, etc.

- Linear Algebra - Mathematics - MIT OpenCourseWare
- Advanced Matrix Theory and Linear Algebra - NPTEL
- Essense of Linear Algebra - YouTube Playlist by 3Blue1Brown

- Introduction to Mathematical Thinking - Coursera.org
- How to Learn Maths for Students - Stanford University

- Calculus One - Coursera.org
- Calculus Two - Coursera.org
- Essense of Calculus - YouTube playlist by 3Blue1Brown

- Introduction to Probability and Statistics (18.05) - MIT OpenCourseWare
- Statistical Learning Theory and Applications (9.520) - MIT OpenCourseWare

- Learning Machines 101
- Talking Machines
- This Week in Machine Learning and AI
- Linear Digressions
- The Data Skeptic
- The O'Reilly Data Show
- The O’Reilly Bots Podcast
- Concerning AI
- Data Stories
- Partially Derivative

- Kaggle - Your Home for Data Science
- Microsoft Azure Machine Learning Studio - Provides a free access as well
- Free graphing tool online

- What are the best ways to pick up Deep Learning skills as an engineer?
- Are you a self-taught machine learning engineer? If yes, how did you do it, and how long did it take you?

- DeepMind Research Publications
- Google Research
- Artificial Intelligence - Microsoft Research
- Computer Vision - Microsoft Research

Abhijit Annaldas

avannaldas [at] hotmail [dot] com