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Overview
Essential Math for AI is a foundational course designed to equip learners with the critical mathematical concepts necessary for understanding and developing artificial intelligence systems. Whether you’re new to AI or looking to strengthen your math skills, this course breaks down complex topics into clear, approachable lessons. The curriculum covers key areas such as linear algebra, calculus, probability, statistics, and optimization—each fundamental for grasping how AI algorithms work. You’ll learn about vectors, matrices, derivatives, integrals, probability distributions, and how these mathematical...
Syllabus
- Understand the components of math for AI functions including recursions, lambda expressions and higher-order functions.
Columbia University via edX
3 hours
$75.00 Certificate Available
English
On-Demand
Advanced
Instructor
Daniel Bauer
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