Books

Teaching materials, published

Free, browsable books built from the courses I teach — applied programming and machine learning for finance, in Python and R.

Current
Algorithms and Financial Programming in Python
Arturo Bernal

Algorithms and Financial Programming in Python

The current edition — programming fundamentals, data cleaning, and machine learning applied to finance, in Python.

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Legacy
Algorithms and Financial Programming in R
Arturo Bernal

Algorithms and Financial Programming in R

The original edition. A guide for financial modeling in R — still available, superseded by the Python edition.

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Legacy
Machine Learning: An Introductory Guide in R
Arturo Bernal

Machine Learning: An Introductory Guide in R

A first course in machine learning fundamentals, taught in R.

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