Core Math
Matrix Math for Machine Learning: What Every Data Scientist Should Know
From Direction to Dimensions: Mastering Vectors in Data Science
Beyond Matrices: Understanding Tensors and Their Applications in Data Science
The Data Scientist’s Guide to Probability Distributions
Confidence Intervals and Hypothesis Testing Made Simple
Why Bayes’ Theorem Is Essential for Predictive Modeling
Frequently Asked Questions on Probability for Data Scientist Interviews.
Frequently Asked Questions on Statistics for Data Scientist Interviews.
Frequently Asked Questions on Calculus for Data Scientist Interviews
