Math 0-1: Matrix Calculus in Data Science & Machine Learning

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers
4.63 (410 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Math 0-1: Matrix Calculus in Data Science & Machine Learning
4,511
students
7 hours
content
Mar 2025
last update
$74.99
regular price

What you will learn

Derive matrix and vector derivatives for linear and quadratic forms

Solve common optimization problems (least squares, Gaussian, financial portfolio)

Understand and implement Gradient Descent and Newton's method

Learn to use the Matrix Cookbook

Screenshots

Math 0-1: Matrix Calculus in Data Science & Machine Learning - Screenshot_01Math 0-1: Matrix Calculus in Data Science & Machine Learning - Screenshot_02Math 0-1: Matrix Calculus in Data Science & Machine Learning - Screenshot_03Math 0-1: Matrix Calculus in Data Science & Machine Learning - Screenshot_04
5571740
udemy ID
9/21/2023
course created date
12/30/2023
course indexed date
Bot
course submited by
Math 0-1: Matrix Calculus in Data Science & Machine Learning - | Comidoc