Flow Architectures
James Urquhart
Published 2021
285 pages
The most popular data science books of 2021
Data science books show you how to learn from data. Statistics, databases, visualization and machine learning are taught through practical examples, usually with code. Beginners will find gentle introductions and working analysts will find deeper references. Good reading for a career change, too. This list shows the ones first published in 2021.
Results
Practical MLOps
Noah Gift, Alfredo Deza
Published 2021
460 pages
Thinking Clearly with Data A Guide to Quantitative Reasoning and Analysis
Ethan Bueno de Mesquita, Anthony Fowler
Published 2021
377 pages
The Science of Science
Dashun Wang, Albert-László Barabási
Published 2021
308 pages
Deep Learning A Visual Approach
Andrew Glassner
Published 2021
776 pages
Transformers for Natural Language Processing
Denis Rothman
Published 2021
384 pages
Mastering Kafka Streams and ksqlDB
Mitch Seymour
Published 2021
549 pages
Exploring GPT-3
Steve Tingiris, Bret Kinsella
Published 2021
296 pages
Advanced Algorithms and Data Structures
Marcello La Rocca
Published 2021
768 pages
AWS Cookbook
John Culkin, Mike Zazon
Published 2021
555 pages
Privacy Is Hard and Seven Other Myths Achieving Privacy through Careful Design
Jaap-Henk Hoepman
Published 2021
280 pages
Data Science on AWS
Chris Fregly, Antje Barth
Published 2021
508 pages
Building the Data Lakehouse
Bill Inmon, Mary Levins, Ranjeet Srivastava
Published 2021
256 pages
Human-in-the-Loop Machine Learning Active Learning and Annotation for Human-centered AI
Robert (Munro) Monarch
Published 2021
424 pages
Discriminating Data Correlation, Neighborhoods, and the New Politics of Recognition
Wendy Hui Kyong Chun
Published 2021
344 pages
SQL for Data Scientists
Renee M. Teate
Published 2021
350 pages
Pandas in Action
Boris Paskhaver
Published 2021
440 pages
Math for Deep Learning What You Need to Know to Understand Neural Networks
Ronald T. Kneusel
Published 2021
344 pages
SQL for Data Analysis
Cathy Tanimura
Published 2021
588 pages
Python for Excel
Felix Zumstein
Published 2021
338 pages
Minding the Machines Building and Leading Data Science and Analytics Teams
Jeremy Adamson
Published 2021
240 pages
Master Your Data with Power Query in Excel and Power BI Leveraging Power Query to Get & Transform Your Task Flow
Miguel Escobar, Ken Puls
Published 2021
212 pages
Getting Started with Streamlit for Data Science
Tyler Richards
Published 2021
282 pages
You Are a Data Person
Amelia Parnell
Published 2021
211 pages