Linear Algebra and Feature Selection in Python

Acquire the Theoretical and Practical Foundations That Would Allow You to Learn Machine Learning With Understanding
4.42 (800 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Linear Algebra and Feature Selection in Python
3,197
students
3 hours
content
Jan 2025
last update
$54.99
regular price

What you will learn

Understand the math behind machine learning models

Become familiar with basic and advanced linear algebra notions

Be able to solve linear equations

Determine independency of a set of vectors

Calculate eigenvalues and eigenvectors

Perform Linear Discriminant Analysis

Perform Dimensionality Reduction in Python

Carry out Principal Components Analysis

Compare the performance of PCA and LDA for classification with SVMs

Screenshots

Linear Algebra and Feature Selection in Python - Screenshot_01Linear Algebra and Feature Selection in Python - Screenshot_02Linear Algebra and Feature Selection in Python - Screenshot_03Linear Algebra and Feature Selection in Python - Screenshot_04
4453236
udemy ID
12/20/2021
course created date
1/4/2022
course indexed date
Bot
course submited by