Sublime
An inspiration engine for ideas
Sebastian Raschka, PhD on Substack
substack.com
Statistics for Absolute Beginners (Second Edition) (AI, Data Science, Python & Statistics for Beginners)
amazon.com
random forest algorithm
Ash Fontana • The AI-First Company: How to Compete and Win with Artificial Intelligence
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
Using k-means clustering, you can find the best segments and then try to understand why they're the best segments.