Modern Statistics: Intuition, Math, Python, R
700 pages of wholesome statistical goodness. Lots of code, exercises, and accompanying YT videos.
Linear Algebra: Theory, Intuition, Code
Strong focus on proofs, with coding and applications.
Linear Algebra for Data Science
Strong focus on coding and applications, with proofs.
Analyzing Neural Time Series Data
A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings.
MATLAB for brain and cognitive scientists
This book is designed to bring scientists in psychology, neuroscience, and related fields to intermediate and advanced levels of programming proficiency.