Math Notes

Linear Algebra

Notes from Brilliant.org Linear Algebra course:

1-BasicVectors.jpg

2-VectorTransformations.jpg

3-PolarCoordinatesAndDotProducts.jpg

4-VectorSpacesAndGaussJordan1.jpg

5-GaussJordan2AndRealEuclideanSpace.jpg

6-RealEuclideanSpace2.jpg

7-RealEuclideanSpace3.jpg

8-RealEuclideanSpace4.jpg

9-SpansAndSubspaces.jpg

10-SpansAndSubspaces2.jpg

11-CoordinatesAndBases.jpg

12-CoordinatesAndBases2.jpg

13-MatrixSubspaces.jpg

14-MatrixSubspaces2.jpg

15-MatrixSubspaces3.jpg

16-MatrixSubspaces4.jpg

17-MatrixSubspaces5.jpg

18-CodingTheory.jpg

19-CodingTheory2.jpg

20-CodingTheory3.jpg

21-GraphTheory.jpg

22-GraphTheory2.jpg

23-WhatsAMatrix.jpg

24-WhatsAMatrix2.jpg

25-WhatsAMatrix3AndLinearTransformations1.jpg

26-LinearTransformations2.jpg

27-LinearTransformations3.jpg

28-LinearTransformations4.jpg

29-LinearTransformations5.jpg

30-MatrixProducts1.jpg

31-MatrixProducts2.jpg

32-MatrixInverses1.jpg

33-MatrixInverses2.jpg

34-MatrixInverses3.jpg

35-ImageCompression1.jpg

36-ImageCompression2.jpg

37-ImageCompression3.jpg

38-ImageCompression4.jpg

Category Theory

Notes on category theory from Bartosz Milewski's YouTube series:

1-MotivationAndPhilosophy.jpg

2-WhatIsACategory1.jpg

3-WhatIsACategory2AndFunctions+Epimorphisms1.jpg

4-FunctionsAndEpimorphisms2.jpg

5-FunctionsAndEpimoprhisms3AndMonomorphisms1.jpg

6-SimpleTypes2.jpg

Reinforcement Learning

Notes on RL from Mutual Information's Reinforcement Learning By the Book YouTube series:

1-Basics.jpg

2-BellmanEquations1.jpg

3-BellmanEquations2AndPolicyEvaluation.jpg

4-PolicyImprovementAndIteration.jpg