Math 0-1: Linear Algebra for Data Science & Machine Learning

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers
4.73 (190 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Team
instructor
Math 0-1: Linear Algebra for Data Science & Machine Learning
3,089
students
20.5 hours
content
Apr 2025
last update
$74.99
regular price

What you will learn

Solve systems of linear equations

Understand vectors, matrices, and higher-dimensional tensors

Understand dot products, inner products, outer products, matrix multiplication

Apply linear algebra in Python

Understand matrix inverse, transpose, determinant, trace

Understand matrix rank and low-rank approximations (e.g. SVD)

Understand eigenvalues and eigenvectors

Screenshots

Math 0-1: Linear Algebra for Data Science & Machine Learning - Screenshot_01Math 0-1: Linear Algebra for Data Science & Machine Learning - Screenshot_02Math 0-1: Linear Algebra for Data Science & Machine Learning - Screenshot_03Math 0-1: Linear Algebra for Data Science & Machine Learning - Screenshot_04
5118092
udemy ID
1/28/2023
course created date
8/22/2023
course indexed date
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course submited by