Shifting the Balance How Top Organizations Beat the Competition by Combining Intuition with Data
Mark Schrutt
Published 2021
256 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
Learning Deep Learning Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow
Magnus Ekman
Published 2021
752 pages
Machine Learning for Time-Series with Python
Ben Auffarth
Published 2021
370 pages
Getting Started with Google BERT
Sudharsan Ravichandiran
Published 2021
352 pages
AWS for Solutions Architects
Alberto Artasanchez
Published 2021
454 pages
Engineering MLOps
Emmanuel Raj
Published 2021
370 pages
Mastering Transformers Build State-Of-the-art Models from Scratch with Advanced Natural Language Processing Techniques
Savaş Yıldırım, Meysam Asgari-Chenaghlu
Published 2021
374 pages
How to Lead in Data Science
Jike Chong, Yue Cathy Chang
Published 2021
512 pages
Data Engineering with AWS Build and Implement Complex Data Pipelines Using AWS
Gareth Eagar
Published 2021
482 pages
How Algorithms Create and Prevent Fake News Exploring the Impacts of Social Media, Deepfakes, GPT-3, and More
Noah Giansiracusa
Published 2021
235 pages
Painting by Numbers Data-Driven Histories of Nineteenth-Century Art
Diana Seave Greenwald
Published 2021
256 pages
Reliable Machine Learning Applying SRE Principles to ML in Production
Niall Richard Murphy, Kranti Parisa, Cathy Chen, D. Sculley, Todd Underwood
2021 · 2022 edition
376 pages
Data Mesh in Practice
Max Schultze, Arif Wider
Published 2021
58 pages
PyTorch Pocket Reference
Papa Joe
Published 2021
384 pages
Interpretable Machine Learning with Python
Serg Masís
Published 2021
736 pages
AWS Certified Machine Learning Specialty
Somanath Nanda, Weslley Moura
Published 2021
338 pages
Mastering spaCy
Duygu Altinok
2021 · 2025 edition
238 pages
A History of Data Visualization and Graphic Communication
Michael Friendly, Howard Wainer
Published 2021
288 pages
Applied Natural Language Processing in the Enterprise
Ankur A. Patel, Ajay Uppili Arasanipalai
Published 2021
592 pages
Algorithmic Short Selling with Python
Laurent Bernut, Michael Covel
Published 2021
376 pages
The Digital Humanities Coursebook An Introduction to Digital Methods for Research and Scholarship
Johanna Drucker, Francesca Albrezzi
Published 2021
238 pages
Data Engineering with Apache Spark, Delta Lake, and Lakehouse
Manoj Kukreja
Published 2021
480 pages
Learning Algorithms
George Heineman
Published 2021
280 pages
Data
Phil Harvey, Noelia Jiménez Martínez
Published 2021
221 pages