Algorithmic Learning in a Random World

Tree-based Machine Learning Algorithms: Decision Trees, Random Forests, and Boosting

The Art of Randomness: Randomized Algorithms in the Real World

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

Learning Under Algorithmic Conditions