Day 15: Calculus

Topic :

https://www.instagram.com/s/aGlnaGxpZ2h0OjE3ODU5NzIzMDEwODkwMTQx?igshid=1staoi3brrngk&story_media_id=2321689119530462225_9670990202


Resources: 

1. https://www.coursera.org/learn/multivariate-calculus-machine-learning

2. https://ml-cheatsheet.readthedocs.io/en/latest/calculus.html

3. https://www.khanacademy.org/math/multivariable-calculus

4. https://www.youtube.com/watch?v=WUvTyaaNkzM&list=PLOuNXk3Eq9Y9_iCLsLJORbuyzQWdKWRoI

5. https://www.mlq.ai/mathematics-of-machine-learning-multivariate-calculus/

6. https://www.analyticsvidhya.com/blog/2019/10/mathematics-behind-machine-learning/

7. https://towardsdatascience.com/understanding-the-mathematics-behind-gradient-descent-dde5dc9be06e

8. https://www.youtube.com/watch?v=jc2IthslyzM

9. https://medium.com/deep-math-machine-learning-ai/chapter-1-2-gradient-descent-with-math-d4f2871af402

10. https://ml-cheatsheet.readthedocs.io/en/latest/gradient_descent.html

11. https://www.charlesbordet.com/en/gradient-descent/#but-the-maths

12. https://hackernoon.com/gradient-descent-aynk-7cbe95a778da