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This online course gives an introduction to the essential mathematical foundations for machine learning and artificial intelligence.

It includes key principles of calculus, linear algebra, probability, statistics, and optimization. The course is specifically designed to fill the gaps for students who want to learn AI but lack the necessary mathematical background.

The course syllabus contains the following sections:

  • Introduction
  • Equations, Functions, and Graphs
  • Differentiation and Optimization
  • Vectors and Matrices
  • Statistics and Probability


Teacher: Graeme Malcolm
Provided by: edX
Course language: English
Fees: free course
Level: beginner
Certificate possible? (fee)
Format: MOOC/online course

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