Introduction ============ ALIS: Algorithmic Library for Scalability is a Python package and a good accompanying reference for Leskovec, Rajaraman, and Ullman's `Mining of Massive Datasets `_. This book currently covers topics from Chapters 3 through 5, and Chapter 10 of the reference. This book provides: 1. Additional mathematical and code examples 2. Additional exercises both theoretical and practical 3. Re-useable API for scalable data mining ALIS is inspired by the `Dive into Deep Learning `_ interactive book with code, math, and discussion. Authors ------- ALIS is proudly made by the Asian Institute of Management's PhDinDS batch 2024 - Leodegario Lorenzo II - Michael Dorosan - Joseph Christian Noel - Antonio Briza - Ranzivelle Marianne Roxas-Villanueva with supervision of our Professor Christian Alis, PhD.