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

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers
4.77 (195 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Team
instructor
Math 0-1: Linear Algebra for Data Science & Machine Learning
3 349
students
20.5 hours
content
May 2025
last update
$79.99
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

Course Gallery

Math 0-1: Linear Algebra for Data Science & Machine Learning – Screenshot 1
Screenshot 1 – Math 0-1: Linear Algebra for Data Science & Machine Learning
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Screenshot 2 – Math 0-1: Linear Algebra for Data Science & Machine Learning
Math 0-1: Linear Algebra for Data Science & Machine Learning – Screenshot 3
Screenshot 3 – Math 0-1: Linear Algebra for Data Science & Machine Learning
Math 0-1: Linear Algebra for Data Science & Machine Learning – Screenshot 4
Screenshot 4 – Math 0-1: Linear Algebra for Data Science & Machine Learning

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5118092
udemy ID
28/01/2023
course created date
22/08/2023
course indexed date
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