WorldQuant University recommends all video and text
This thread contains videos and courses covering topics on advanced algebra, linear algebra, differential calculus, integral calculus, differential equations, discrete mathematics, probability, and statistics.
College Algebra
Missouri State University: Lecture Series (36 videos, 40 minutes each)
Youtube channel — Geek’s Lesson: Full Course (12h)
freeCodeCamp.org: Full course (7h)
Linear Algebra
MIT Open Courseware: Videotaped Lectures (34 videos, 23h total)
freeCodeCamp.org: Full Course (12h)
freeCodeCamp.org: Full Course and Free Textbook (20h)
Probability
Harvard edX: Introduction to Probability — Self-paced Course (10 weeks)
Open Learning Initiative Carnegie Mellon University: Introductory Course
MIT OpenCourseWare: Course (15 weeks)
Harvard EdX: Data Science Probability — Self-paced Course (8 weeks)
Harvard EdX: Introduction to Probability Part I Instructor-paced Course (16 weeks)
Harvard EdX: Introduction to Probability Part II Instructor-paced Course (16 weeks)
Statistics
Geek Flare: Statistics for Data Science (20 courses, variable length)
YouTube channel — 365 Data Science (Multiple videos, variable length)
Harvard edX: Statistical Inference and Modeling — Self-paced Course (4 weeks)
Harvard edX: Statistics and R — Self-paced Course (4 weeks)
Columbia edX: Statistical Thinking for Data Science and Analytics — Self-paced Course (5 weeks)
Varsity Tutors Statistics Practice Tests
Differential Calculus
The Organic Chemistry Tutor: Understand Calculus (35 minutes)
Khan Academy: Full Course (6 units)
freeCodeCamp.org: Full course (12h)
Integral Calculus
Khan Academy: Full Course (6 units)
freeCodeCamp.org: Full course (7h)
YouTube channel — Calculus 2: Full Course (10h)
MIT Open Courseware: Calculus Courses (variable length)
Differential Equations
Youtube channel — The Math Sorcerer: Lecture series (26 videos, 30h total)
MIT OpenCourseWare: Video series (55 videos)
MIT OpenCourseWare: Videotaped Lectures (33 videos, 27h total)
Varsity Tutor Misc Practice Tests
Discrete Mathematics
My Lesson: Discrete Mathematics — Full Course (6h)
TutorialsPoint: Lessons Series
MIT OpenCourseWare: Full Course
Python Programming
Youtube channel — Traversy Media: Multiple Videos
Python Cheat Sheet for Beginners by Mosh Hamedani (1h)
YouTube channel — CS Dojo: Python for beginners (Multiple videos)
YouTube channel -Derek Banas (Multiple videos)
freeCodeCamp.org: A collection of posts and articles
YouTube channel — thenewboston (Multiple Videos)
US San Diego EdX: Python for Data Science — Self-paced Course (10 weeks)
