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.