Knowledge management, databases and data mining

Large-scale Data Analytics with Python and Spark

A Hands-on Guide to Implementing Machine Learning Solutions

textbook

Triguero, Isaac
Galar, Mikel
Published: Not yet published - available from November 2023

Python for Scientists

Stewart, John M.
Mommert, Michael
Published: Not yet published - available from August 2023
3rd Edition

Cambridge Handbook of Qualitative Digital Research

Simeonova, Boyka
Galliers, Robert D.
Published: June 2023Published: June 2023

Data Science in Context

Foundations, Challenges, Opportunities

Award Winner

Spector, Alfred Z.
Norvig, Peter
Wiggins, Chris
(+ 1 other)
Published: October 2022Published: October 2022

Data Analytics for Cybersecurity

Janeja, Vandana P.
Published: July 2022Published: August 2022

Artificial Intelligence for Healthcare

Interdisciplinary Partnerships for Analytics-driven Improvements in a Post-COVID World

Suen, Sze-chuan
Scheinker, David
Enns, Eva
Published: May 2022Published: April 2022

Edge Learning for Distributed Big Data Analytics

Theory, Algorithms, and System Design

Guo, Song
Qu, Zhihao
Published: February 2022Published: March 2022

Personalized Machine Learning

McAuley, Julian
Published: February 2022Published: January 2022

Topological Data Analysis with Applications

Carlsson, Gunnar
Vejdemo-Johansson, Mikael
Published: December 2021

Reciprocity, Evolution, and Decision Games in Network and Data Science

Chen, Yan
Wang, Chih-Yu
Jiang, Chunxiao
(+ 1 other)
Published: July 2021Published: July 2021

The Science of Science

Wang, Dashun
Barabási, Albert-László
Published: March 2021Published: March 2021Published: March 2021

A First Course in Random Matrix Theory

for Physicists, Engineers and Data Scientists

Potters, Marc
Bouchaud, Jean-Philippe
Published: December 2020Published: November 2020

(1 reviews)

Computational Approaches to the Network Science of Teams

Li, angyue
Tong, Hanghang
Published: December 2020Published: November 2020

Small Summaries for Big Data

Cormode, Graham
Yi, Ke
Published: November 2020Published: November 2020

Trustworthy Online Controlled Experiments

A Practical Guide to A/B Testing

Kohavi, Ron
Tang, Diane
Xu, Ya
Published: July 2020Published: February 2020

Excel Basics to Blackbelt

An Accelerated Guide to Decision Support Designs

Bendoly, Elliot
Published: May 2020Published: May 2020
3rd Edition

A Hands-On Introduction to Data Science

Shah, Chirag
Published: April 2020Published: January 2020

A First Course in Network Science

Menczer, Filippo
Fortunato, Santo
Davis, Clayton A.
Published: February 2020Published: January 2020

Data Mining and Machine Learning

Fundamental Concepts and Algorithms

Zaki, Mohammed J.
Meira, Jr, Wagner
Published: January 2020Published: January 2020
2nd Edition

Mining of Massive Datasets

textbook

Leskovec, Jure
Rajaraman, Anand
Ullman, Jeffrey David
Published: January 2020Published: December 2019
3rd Edition