Linear Algebra and Feature Selection in Python

Gain the Theoretical and Practical Foundations to Learn Machine Learning and AI with Understanding
4.48 (844 reviews)
Udemy
platform
English
language
Data Science
category
365 Careers
instructor
Linear Algebra and Feature Selection in Python
3 319
students
3 hours
content
May 2025
last update
$13.99
regular price

What you will learn

Understand the math behind machine learning and AI models

Become familiar with basic and advanced linear algebra notions

Be able to solve linear equations

Determine independency of a set of vectors and explore what it means for ML and AI

Calculate eigenvalues and eigenvectors

Perform Linear Discriminant Analysis (LDA)

Perform Dimensionality Reduction in Python

Carry out Principal Components Analysis (PCA)

Compare the performance of PCA and LDA for classification with SVMs

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4453236
udemy ID
20/12/2021
course created date
04/01/2022
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