Current

Intermediate

Linear Algebra, Probability & Statistics, and Calculus for Artificial Intelligence

Udemy · Udemy · Updated March 2026

Platform rating

4.6/5

Champ rating

8.6/10

Duration

5.5 hours video

Classes

8

A comprehensive course teaching the mathematical foundations essential for AI, including linear algebra, probability, statistics, and calculus. Includes 5.5 hours of video content and practice tests.

What you'll get

Master linear algebra concepts for AI applications

Understand probability and statistics fundamentals

Apply calculus principles in machine learning

Build mathematical intuition for AI development

Course Curriculum

4 chapters

Fit

Best for

Developers

AI Engineers

Data Scientists

Technical Builders

Not ideal for

Learners seeking only entry-level overviews

Prerequisites & pricing

Prerequisites

Basic mathematics knowledge

Pricing

Subscription

Certification

Certificate

mathematics

linear-algebra

statistics

calculus

ml-fundamentals

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