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Sebastian Raschka, PhD on Substack

Thumbnail of Sebastian Raschka, PhD on Substack

Statistics for Absolute Beginners (Second Edition) (AI, Data Science, Python & Statistics for Beginners)

Oliver Theobald

Cover of Statistics for Absolute Beginners (Second Edition) (AI, Data Science, Python & Statistics for Beginners)

Data Science for Business

Cover of Data Science for Business

Mathematics for Machine Learning

Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong mml-book.github.io

random forest algorithm

Ash Fontana • The AI-First Company: How to Compete and Win with Artificial Intelligence

DataCamp

ModernMind Publications • Generative AI for Beginners Made Easy: Master Artificial Intelligence and Machine Learning Fundamentals, Learn Creative AI, and Enhance Your Skills With Interactive Real-World Exercises

You have to be smart about pulling relevant predictors out of the dataset.

John W. Foreman • Data Smart: Using Data Science to Transform Information into Insight

Begin by dividing your data into two sets: a training set and a test set.

Samuel Thorpe • The Essential Beginner’s Guide to AI

Small data is big data in disguise.

Brian Christian, Tom Griffiths • Algorithms to Live By: The Computer Science of Human Decisions