Mathematics for Machine Learning and Data Science Specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

Instructor: Luis Serrano

What you'll learn

  •   A deep understanding of the math that makes machine learning algorithms work.
  •   Statistical techniques that empower you to get more out of your data analysis.

    • Skills you'll gain

  •   Machine Learning
  •   Machine Learning Methods
  •   Numerical Analysis
  •   Mathematical Modeling
  •   Sampling (Statistics)
  •   Jupyter
  •   Probability Distribution
  •   Statistical Hypothesis Testing
  •   Linear Algebra
  •   Bayesian Statistics
  •   Applied Mathematics
  •   Calculus

    • Specialization - 3 course series

    Apply common statistical methods like MLE and MAP

    Calculus for Machine Learning and Data Science

    Probability & Statistics for Machine Learning & Data Science

    ©2025  ementorhub.com. All rights reserved