Introduction
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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
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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.