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

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers
4.63 (412 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Math 0-1: Matrix Calculus in Data Science & Machine Learning
4 758
students
7 hours
content
May 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

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Enrollment Distribution
5571740
udemy ID
21/09/2023
course created date
30/12/2023
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