Lovely CityNook’s Notes: Math for Machine Learning — Multivariate Calculus (2/2)The second course in a three-part Imperial College London series (incomplete).Nov 9
Rahul DasExploring the Essence of Gradient, Jacobian, and HessianImplemeting Regression or Classification algorithms using numpy from scratch is one of the best way to learn Machine learning algorithms…Feb 1
Lovely CityNook’s Notes: Math for Machine Learning — Multivariate Calculus (1/2)The second course in a three-part Imperial College London series (incomplete).Nov 7Nov 7
KDeriving the Jacobian for Spherical CoordinatesFor this post I will be going through a step by step derivation for the Jacobian in spherical coordinates. The spherical coordinates I will…Oct 2, 2023Oct 2, 2023
Harihar RenganSingle Variable Calculus and Multivariable Calculus in Python with MammathWe will utilize the calculus functions in the Mammath python library.Aug 27Aug 27
Lovely CityNook’s Notes: Math for Machine Learning — Multivariate Calculus (2/2)The second course in a three-part Imperial College London series (incomplete).Nov 9
Rahul DasExploring the Essence of Gradient, Jacobian, and HessianImplemeting Regression or Classification algorithms using numpy from scratch is one of the best way to learn Machine learning algorithms…Feb 1
Lovely CityNook’s Notes: Math for Machine Learning — Multivariate Calculus (1/2)The second course in a three-part Imperial College London series (incomplete).Nov 7
KDeriving the Jacobian for Spherical CoordinatesFor this post I will be going through a step by step derivation for the Jacobian in spherical coordinates. The spherical coordinates I will…Oct 2, 2023
Harihar RenganSingle Variable Calculus and Multivariable Calculus in Python with MammathWe will utilize the calculus functions in the Mammath python library.Aug 27
KSolving the Gaussian Integral Using Polar CoordinatesIn this article, I will be solving the infamous Gaussian integral shown below that is known for it’s surprising solution and rather…Jun 23, 2023
AffanhamidNeural Networks from Scratch — part 4 LayersWelcome! This is part 4 of Neural networks from scratch. In this guide, we’ll look into adding layers to our network. A layer is simply a…Jul 28
Sagnik TaraphdarUnderstanding the Gradient in Higher DimensionsIn this article, we will be exploring the mathematical concept of gradient which is a fundamental part of multivariate calculus and is…Dec 21, 2023
