Mathematics in Data Science
Explore the bedrock of data science
Mathematics is mother discipline of statistics and data science. And while computers are able to do the calculations for you, a sound understanding of important mathematical principles can make your data science work more efficient and more useable. The course introduces basic topics like algebra, calculus, and probability in ways that help practicing data scientists and managers.
COURSE BUNDLES
This course is available for purchase as an individual course or as part of the discounted course bundle Foundations of Data Science.
Welcome
Elementary algebra
Linear algebra
Systems of linear equations
Calculus
Calculus & optimization
Big O
Probability
Bayes' theorem
Next steps
Barton Poulson