Resources for machine learning
- https://www.lem.ma/content/CcT4zbFhEhjTkqRrNin5eg
- https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
- https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
- http://math.mit.edu/~gs/linearalgebra/
- https://www.khanacademy.org/math/linear-algebra
Course Introduction of 18.065 by Professor Strang
- https://www.youtube.com/watch?v=Cx5Z-OslNWE&list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k
- http://www-math.mit.edu/~gs/
Mathematical Methods in the Physical Sciences by Mary L Boas, John Wiley and Sons, 3rd Ed, 2006
https://matthewrenze.com/articles/best-free-resources-to-learn-ai/
Math Basic Math Practice Problems on Wyzant
The Essence of Calculus by Grant Sanderson on 3Blue1Brown
The Essence of Linear Algebra by Grant Sanderson on 3Blue1Brown
Differential Equations by Grant Sanderson on 3Blue1Brown
Statistics Statistics by Adrian Hill on Crash Course
Statistics Fundamentals by Josh Starmer on StatQuest
Bayesian Statistics by Ritvik Kharkar of ritvikmath
Computer Science Computer Science by Carrie Anne Philbin on Crash Course
Any video by Mike Pound on Computerphile
Data Science Intro to Data for Data Science by Matthew Renze (me)
Data Analysis by Mike Pound on Computerphile
Data Science Basics by Ritvik Kharkar of ritvikmath
Data Science Concepts by Ritvik Kharkar of ritvikmath
Machine Learning Machine Learning by Josh Starmer on StatQuest
Neural Networks by Grant Sanderson on 3Blue1Brown
Artificial Intelligence Preparing Your Career for AI by Matthew Renze (me)
Artificial Intelligence by Jabril Ashe on Crash Course
The Age of AI by Robert Downey Jr. on YouTube
Python Introduction to Python on Real Python
Data Science with Python on Real Python
Pandas for Data Science on Real Python
Data Visualization with Python on Real Python
Machine Learning with Python on Real Python
Data Science Code by Ritvik Kharkar on ritvikmath
Current AI Research Two Minute Papers by Károly Zsolnai-Fehér
Cold Fusion by Dagogo Altraide
Papers with Code by Meta AI Research
Arxiv Sanity Preserver by Andrej Karpathy