Mathematical Foundation for Machine Learning 1

Indian Institute of Technology Madras

Hier vind je de beste samenvattingen om te slagen voor Mathematical Foundation for Machine Learning 1. Er zijn o.a. samenvattingen, aantekeningen en oefenvragen beschikbaar.

Alle 6 resultaten

Sorteer op:

Mathematical Foundations for Machine Learning: Variable Transformations & Statistical Estimation

College aantekeningen

Mathematical Foundations for Machine Learning: Variable Transformations & Statistical Estimation
-

-

-

25

januari 2026

2025/2026
This document includes the Day 8 lectures from a Mathematical Foundations for Machine Learning course, focusing on advanced topics that consolidate the mathematical background required for machine learning. The notes are suitable for exam preparation and reinforcing core theoretical concepts.
ajaykumar40
$8.29 Meer Info

Mathematical Foundations for Machine Learning: Joint, Marginal, and Conditional Random Variables

College aantekeningen

Mathematical Foundations for Machine Learning: Joint, Marginal, and Conditional Random Variables
-

-

-

30

januari 2026

2025/2026
These Day 7 lecture notes cover advanced mathematical concepts essential for machine learning, building on previous sessions in the course. The material supports a deeper understanding of algorithm behavior and mathematical reasoning used in machine learning models.
ajaykumar40
$8.49 Meer Info

Mathematical Foundations for Machine Learning: Probability Distributions

College aantekeningen

Mathematical Foundations for Machine Learning: Probability Distributions
-

-

-

43

januari 2026

2025/2026
This document contains the Day 6 lecture material from a Mathematical Foundations for Machine Learning course, focusing on key mathematical techniques used to analyze and understand machine learning algorithms. The notes deepen theoretical understanding and provide structured explanations to support later model development and analysis.
ajaykumar40
$9.99 Meer Info

Mathematical Foundations for Machine Learning: Eigenvalues and Eigenvectors

College aantekeningen

Mathematical Foundations for Machine Learning: Eigenvalues and Eigenvectors
-

-

-

27

januari 2026

2025/2026
This document contains the Day 4 lecture notes from a Mathematical Foundations for Machine Learning course, focusing on more advanced mathematical concepts used in machine learning models. It builds on earlier material and covers key theoretical tools that support understanding of learning algorithms and model behavior.
ajaykumar40
$8.49 Meer Info

College aantekeningen

Mathematical Foundations for Machine Learning: Eigenvalues and Eigenvectors
-

-

-

27

januari 2026

2025/2026
This document contains the Day 4 lecture notes from a Mathematical Foundations for Machine Learning course, focusing on more advanced mathematical concepts used in machine learning models. It builds on earlier material and covers key theoretical tools that support understanding of learning algorithms and model behavior.
ajaykumar40
$8.49 Meer Info

Mathematical Foundations for Machine Learning: Calculus I

College aantekeningen

Mathematical Foundations for Machine Learning: Calculus I
-

-

-

63

januari 2026

2025/2026
These notes cover the first day of a Mathematical Foundations for Machine Learning course, focusing on essential mathematical concepts used throughout machine learning. The document explains core ideas such as vectors, matrices, basic linear algebra operations, and mathematical notation commonly used in ML lectures.
ajaykumar40
$9.99 Meer Info

Mathematical Foundation for Machine Learning 1

Indian Institute of Technology Madras

Mathematical Foundations for Machine Learning: Variable Transformations & Statistical Estimation

Mathematical Foundations for Machine Learning: Joint, Marginal, and Conditional Random Variables

Mathematical Foundations for Machine Learning: Probability Distributions

Mathematical Foundations for Machine Learning: Eigenvalues and Eigenvectors

Mathematical Foundations for Machine Learning: Eigenvalues and Eigenvectors

Mathematical Foundations for Machine Learning: Calculus I