Learning resources

My career has been profoundly influenced by free online education. See below most of the free courses, books and resources I used to build my set of skills.

Data Science and Machine Learning

Introduction to Statistical Learning
Book by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

Introduction to Data Science in Python
University of Michigan

Applied Plotting, Charting & Data Representation in Python
University of Michigan

Applied Machine Learning in Python
University of Michigan

Mathematics and Quantitative Methods

Introduction to Finance (no longer available)
Ross School of Business - University of Michigan

Financial Engineering and Risk Management
Barnard College, Columbia University

Introduction to Linear Algebra
MIT Open Courseware

Introduction to Probability and Statistics
MIT Open Courseware

Quantitative Methods
University of Amsterdam

Algorithms, Part I and Part II
Princeton University


Foundations of Business Strategy
University of Virginia

Competitive Strategy
Ludwig-Maximilians-Universität München

Critical Perspectives on Management
IE Business School

An Introduction to Marketing
Wharton school, University of Pennsylvania

An Introduction to Operations Management
Wharton school, University of Pennsylvania

Economics of Money and Banking
Barnard College, Columbia University