Mathematics for AI and Machine Learning Course – Learn Maths for Data Science
Learn the fundamental mathematical techniques and concepts used in machine learning and artificial intelligence to put you on your data science career path.
Who is the course for?
The course is ideal for anyone who wishes to learn the core mathematics techniques and concepts required to help with their career in AI, machine learning and data science.
You may be planning to study in these areas, or you may be a student looking to improve your knowledge. * Equations, Functions and Graphs * Differentiation and Optimization * Vectors and Matrices * Statistics and Probability
What topics will you cover?
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
