Could you list some online websites where I can learn the Maths used for AI?

Question

Recently, I felt the need of learning the core maths required for making AI algorithms. After finding quite some results on Google, I still can't find appropriate resources. On asking help from ChatGPT, it gave me links to a few 404 pages since it's data is only till sep 2021. Even Sololearn doesn't have a course for the maths required for AI.

Why I want to learn the Maths required for AI?
-> I'm working on several projects that require a lot of AI. The reason I'm planning to not use prebuilt libraries is that they are simply not very optimised or sometimes not have the algorithm thaty projects need. Also, it's always a good thing to keep dependencies less in any project.

So, please tell me about any sites you're aware of related to the question.

Answer 1

Books for ML Maths
1. "Mathematics for ML"
This book is free to download
https://mml-book.github.io/

..For algo..
2. "Master Machine learning algorithms" by Jason Brownlee
Basic, You will Implement ML algos in Excel

3. "Make your own Neural network" - Tariq Rashid

4. "Collective Intelligence"

5. "Intro to Statistical Learning"
Free to Download
https://www.statlearning.com/

You can find ML lectures On MIT, standford YouTube

Answer 2

As a stretch goal, if you want to build a deeper understanding of statistics you'll benefit from calculus as well. It's by no means necessary for coding purposes, but it is useful for developing deeper comprehension of some of the formulas you'll be using.

Answer 3

Thanks a lot SR ​for those resources 😀

Answer 4

Smith Welder Yes Bro

Answer 5

Tanmoy Debnath ChatGPT is giving outdated website links which do not work anymore

Answer 6

Mirielle Orin Cook
Could you tell me some sources where I can learn it.

@Mirielle, thanks for the source. I'll surely try it. Please give some more recommendations to other sources if possible.

Answer 7

Better take suggestion from ChatGPT 😐