I'm working through a series of subjects with several goals (in roughly this order):
- Learn and understand Machine Learning on a deep level.
- Eventually go back to school and get an undergrad degree, and maybe even a masters.
- Fill gaps in my knowledge from not having gone to university.
- Learn more abstract maths for its own sake because it sounds like fun.
- Take a series of courses on self-driving cars because that sounds amazing.
Some notes about this project:
- I started this project in Sep 7, 2019 revisiting Algebra I.
- I've gone through all of the content in the right column. I'm going through the content in the left column roughly from top to bottom.
- If a subject says "Completed ..." under it, I feel like I've sufficiently mastered that subject and don't plan on revisiting it.
- I tend to find a lot of resources for the stuff I learn. I like to get information from a lot of different perspectives. I may not finish every course/book/etc I list but I will keep going until I feel like I've mastered a subject to a degree I'm satisfied with.
- Many of these resources are free and many are not.
I'd appreciate feedback such as suggestions for other resources (or resources to avoid), whether I'm learning things in a good order, whether I've missed important subjects, etc.
In Progress
Calculus
Mathematical Thinking
Computer Science
Data Science
Future
Calculus
Mathematical Thinking
Probability
Linear Algebra
Multivariable Calculus
Modern/Abstract Algebra
Combinatorics
Differential Equations
Statistics
Python
Data Science