Knowledge management, databases and data mining

Insight-Driven Problem Solving

Analytics Science to Improve the World

Saghafian, Soroush
Published: Not yet published - available from October 2025Published: Not yet published - available from October 2025

Tensor Decompositions for Data Science

Ballard, Grey
Kolda, Tamara G.
Published: Not yet published - available from August 2025

Probability and Statistics for Data Science

Fernandez-Granda, Carlos
Published: Not yet published - available from July 2025Published: Not yet published - available from July 2025

Deep Learning Recommender Systems

Wang, Zhe
Pu, Chao
Wang, Felice
Published: Not yet published - available from May 2025

Probabilistic Data-Driven Modeling

Aste, Tomaso
Published: Not yet published - available from May 2025

Data, Systems, and Society

Harnessing AI for Societal Good

Dahleh, Munther A.
Published: March 2025Published: March 2025

Data Management

Interactions with Computer Architecture and Systems

Lee, Xiaodong Zhang
Zhang, Rubao Lee
Published: November 2024Published: November 2024

Introduction to Probability and Statistics for Data Science

with R

Rigdon, Steven E.
Fricker, Jr, Ronald D.
Montgomery, Douglas C.
Published: November 2024Published: November 2024Published: October 2024

Cambridge Handbook of Qualitative Digital Research

Simeonova, Boyka
Galliers, Robert D.
Published: August 2024Published: June 2023Published: June 2023

Working with Network Data

A Data Science Perspective

Bagrow, James
Ahn, Yong‐Yeol
Published: June 2024Published: August 2024

Large-Scale Data Analytics with Python and Spark

A Hands-on Guide to Implementing Machine Learning Solutions

textbook

Triguero, Isaac
Galar, Mikel
Published: February 2024Published: November 2023

Python for Scientists

Stewart, John M.
Mommert, Michael
Published: October 2023Published: August 2023
3rd Edition

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: April 2022Published: March 2022

Topological Data Analysis with Applications

Carlsson, Gunnar
Vejdemo-Johansson, Mikael
Published: March 2022

Personalized Machine Learning

McAuley, Julian
Published: February 2022Published: January 2022

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

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

The Science of Science

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