IIRF Online > Development > Data Science > Artificial Intelligence > Mathematics for Data Science: Essential Mathematics for Machine Learning and AI
Mathematics for Data Science: Essential Mathematics for Machine Learning and AI by Futurelearn
Learn the mathematical foundations required to put you on your career path as a machine learning engineer or AI professional.
Course Highlights
- Developed Equations, Functions, and Graphs
- Applied Differentiation and Optimization
- Designed Vectors and Matrices
- Applied Statistics and Probability
Skills you will learn!
Curriculum
8 Topics
Algebra Fundamentals
Quadratic Equations and Functions
Differential Calculus Foundations
Differentiation and Derivatives
Vectors and Vector Multiplications
Matrix Multiplications and Transformations
Probability Basics
Sampling and Sampling Distributions
Mathematics for Data Science: Essential Mathematics for Machine Learning and AI
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