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+--- Thread: Math 01: Linear Algebra for Data Science & Machine Learning (/Thread-Math-01-Linear-Algebra-for-Data-Science-Machine-Learning)
Math 01: Linear Algebra for Data Science & Machine Learning - AD-TEAM - 08-09-2025
![[Image: e96501a2f8d775f02a4b4eb9d7f42a84.jpg]](https://i125.fastpic.org/big/2025/0809/84/e96501a2f8d775f02a4b4eb9d7f42a84.jpg)
Math 0-1: Linear Algebra for Data Science & Machine Learning
Published 8/2023
Created by Lazy Programmer Team,Lazy Programmer Inc.
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 83 Lectures ( 17h 5m ) | 9.6 GB
A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers
What you'll 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
Requirements
Firm understanding of high school math
![[Image: RFkOuxcY_o.jpg]](https://images2.imgbox.com/8b/dc/RFkOuxcY_o.jpg)
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