List: 👨‍🏫 Mathematics - Demystified | Curated by Shubham Panchal

Mar 7, 2023
11 stories
22 saves
👨‍🏫 Mathematics - DemystifiedIntuitive stories on Math making concepts simple and precise
In
TDS Archive
by
Shubham Panchal
Kernels: Everything You Need To KnowDensity Estimation, Dot Products, Convolutions and everything …
Mar 6, 2023
1
Mar 6, 2023
1
In
TDS Archive
by
Shubham Panchal
Empirical Distribution — Everything You Need To KnowApproximate distribution of the data, Dirac Delta function and much more.
Aug 16, 2022
1
Aug 16, 2022
1
In
TDS Archive
by
Shubham Panchal
Principal Component Analysis: Everything You Need To KnowCovariance, eigenvalues, variance and everything …
Sep 22, 2022
4
Sep 22, 2022
4
In
Cantor’s Paradise
by
Shubham Panchal
Demystifying Monte Carlo IntegrationPerforming numerical integration with the Monte Carlo method
Mar 27, 2022
2
Mar 27, 2022
2
In
Cantor’s Paradise
by
Shubham Panchal
Demystifying Probability Distributions ( 1 / 3 )(1/3) Intro, Discrete random variables, probability mass functions …
Jan 4, 2022
1
Jan 4, 2022
1
Shubham Panchal
Demystifying Probability Distributions ( 2 / 3 )(2/3) More on discrete random variables, continuous RVs, the CDF
Jan 25, 2022
Jan 25, 2022
In
Cantor’s Paradise
by
Shubham Panchal
Demystifying Probability Distributions ( 3 / 3 )More on Pr, moments
Sep 11, 2022
Sep 11, 2022
In
Cantor’s Paradise
by
Shubham Panchal
Demystifying The Moore-Penrose Generalized InverseGeometric Intuition and Derivation
Jul 4, 2021
6
Jul 4, 2021
6
In
Cantor’s Paradise
by
Shubham Panchal
Demystifying Linear IndependenceUnderstand it with a game
Jul 24, 2021
1
Jul 24, 2021
1
In
The Startup
by
Shubham Panchal
Entropy In The World Of Computer ScienceLet’s explore Information Entropy!
Feb 2, 2020
Feb 2, 2020
In
Cantor’s Paradise
by
Shubham Panchal
Taylor Series And The Power Of ApproximationWe take a deeper look at what Taylor Series does and how can we obtain polynomials for approximating non-polynomial functions.
Feb 24, 2020
3
Feb 24, 2020
3