Sign-In
Cart
The Data Professional's Dictionary: Volume 2
Paperback
Series: The Data Professional, Book 2
Dictionaries & EncyclopediasGeneral Computers
Publisher: Independently Published
Published: May 29 2026
Pages: 358
Weight: 1.83
Height: 0.74 Width: 8.50 Depth: 11.00
Language: English
The Data Professional's Dictionary: Volume 2
Go deeper into the language of modern data work with this advanced reference covering 482 terms across fifteen subject areas. Building on the foundational vocabulary of Volume 1, this second volume takes you into the more sophisticated and specialised areas of the data profession where technical depth, analytical rigour, and professional judgement matter most.
Every entry is built for practical use. Each term comes with a clear definition written for working professionals, a real workplace example showing the term in context, an explanation of why it matters in practice, the single most common mistake practitioners make, and one immediately actionable tip you can apply straight away.
Volume 2 covers the advanced and specialist layer of data work across fifteen chapters. Statistics and Probability covers the mathematical foundations of analytical reasoning including distributions, hypothesis testing, and regression. Machine Learning covers algorithms, evaluation methods, deployment patterns, and the full supervised and unsupervised learning landscape. Deep Learning and AI covers neural networks, transformers, large language models, generative AI, and the safety and governance frameworks that surround them. Mathematics for ML covers the linear algebra, calculus, and optimisation concepts that explain how models learn. MLOps and DataOps covers the operational practices that keep machine learning systems reliable in production. Graph and Network Data covers graph databases, graph algorithms, network centrality, and graph neural networks. Search and Retrieval covers information retrieval, semantic search, vector databases, and modern ranking methods. Data Governance and Quality covers the policies, frameworks, and practices that make data trustworthy and compliant at scale. Data Testing and Observability covers automated quality testing, pipeline monitoring, and the discipline of keeping data reliable. Security and Access covers encryption, access control, authentication, data masking, and protecting data from breach and misuse. Programming and Tools covers the languages, frameworks, and platforms data professionals use daily from Python and SQL to dbt, Spark, and the major BI tools. Networking and APIs covers the protocols, integration patterns, and network concepts that connect data systems to the world around them. Time Series and Forecasting covers the models, evaluation methods, and analytical patterns specific to data ordered in time. Business and Strategy covers the commercial vocabulary of data work including ROI, OKRs, unit economics, and experimentation culture. Soft Skills and Process covers the communication, collaboration, critical thinking, and process skills that turn technical capability into genuine organisational impact.
At the back of the book you will find a complete alphabetical reference index listing all 482 terms with their chapter, category, and a one line definition for fast lookup.
This is Volume 2 of a two volume series. Volume 1 covers the foundational vocabulary of data work including core data concepts, roles, databases, SQL, data engineering, streaming, cloud infrastructure, architecture, analytics, and data visualisation.
If you work with data at any level of the profession, this book belongs on your desk alongside Volume 1.
Also from
Press, Qdix
What Day Is It?: Discover the Meaning, Traditions, and Stories Behind Every Date
Press, Qdix
Paperback
The Articulate Mind: A Word a day guide to thinking, speaking and writing with intelligence
Press, Qdix
Paperback
Psychology, Human Behavor and the Brain Explained: Explain It Like I'm 10 - Book 3
Press, Qdix
Paperback
Cultural Canvas - African Art Coloring Book: Black Coloring Book for Adults: African American Coloring Book
Press, Qdix
Paperback
Ai, Technology, Internet & Social Media Explained: Explain It Like I Am 10 - Book 2
Press, Qdix
Paperback
Also in
Dictionaries & Encyclopedias
Oxford Picture Dictionary Third Edition: Monolingual Dictionary
Adelson-Goldstein, Jayme
Shapiro, Norma
Paperback
Oxford Picture Dictionary Third Edition: English/Spanish Dictionary
Adelson-Goldstein, Jayme
Shapiro, Norma
Paperback
Learn Black American Sign Language: A History and Complete Beginner's Guide with Over 200 Words and Phrases
Jones Jr, Franklin R.
Hardcover
Learn American Sign Language, Second Edition: Everything You Need to Start Signing - Complete Beginners Guide - 1000 Signs
Guido, James W.
Paperback
Ultimate Bible Dictionary: A Quick and Concise Guide to the People, Places, Objects, and Events in the Bible
Holman Bible Publishers
Hardcover
Briggs's Dictionary of Fairies: Banshees, Boggarts and Other Folklore Creatures
Briggs, Katharine
Hardcover
American Sign Language Dictionary for Beginners: A Visual Guide with 800+ ASL Signs
Adams, Tara
Paperback
Grammar in Use Intermediate Student's Book with Answers: Self-Study Reference and Practice for Students of American English
Murphy, Raymond
Paperback
American Sign Language Dictionary for Beginners: A Visual Guide with 800+ ASL Signs
Adams, Tara
Hardcover
Talk English: The Secret to Speak English Like a Native in 6 Months for Busy People
Xiao, Ken
Paperback
Webster's New World Dictionary and Thesaurus, (Paper Edition)
The Editors of the Webster's New Wo
Paperback
Inglés En 100 Días. Inglés Básico Súper Rápido / English in 100 Days. Basic English Super Quick
Inglés En 100 Días
Paperback
The Ultimate Guide to Serial Killers: An A-Z Guide to History's Most Heinous Murderers
Skyhorse Publishing
Paperback
Signing Made Easy: A Complete Program for Learning Sign Language. Includes Sentence Drills and Exercises for Increased Comprehension and Signing Skill
Butterworth, Rod R.
Flodin, Mickey
Paperback
Complete Spanish Workbook For Adult Beginners: Essential Spanish Words And Phrases You Must Know
Towin, Explore
Paperback
The Human Body Book: An Illustrated Guide to Its Structure, Function, and Disorders
Walker, Richard
Parker, Steve
Hardcover
The Big Book of Serial Killers: 150 Serial Killer Files of the World's Worst Murderers
Lo, Rebecca
Rosewood, Jack
Hardcover
Hoyle's Modern Encyclopedia of Card Games: Rules of All the Basic Games and Popular Variations
Gibson, Walter B.
Paperback
Describer's Dictionary: A Treasury of Terms & Literary Quotations
Grambs, David
Levine, Ellen S.
Paperback
The Stray Shopping Carts of Eastern North America: A Guide to Field Identification
Montague, Julian
Paperback
The Encyclopedia of Middle-Earth: Númenor and the Second Age
Bador, Damien
Stocker, Vivien
Potot, Coralie
Hardcover
The Grimoire Encyclopaedia: Volume 1: A convocation of spirits, texts, materials, and practices
Rankine, David
Paperback
English Pronunciation in Use Elementary Book with Answers and Downloadable Audio
Marks, Jonathan
Paperback
100,000 Whys Book For Adults: The Complete Curious Adult's Encyclopedia of Everything
Abbott, Anna
Paperback
The World Encyclopedia of Flags: An Illustrated Guide to International Flags, Banners, Standards and Ensigns
Znamierowski, Alfred
Hardcover
The Grimoire Encyclopaedia: Volume 2: A convocation of spirits, texts, materials, and practices
Rankine, David
Paperback
Compelling American Conversations: Questions and Quotations for Intermediate American English Language Learners
Roth, Eric H.
Aberson, Toni
Paperback
A Pocket Dictionary of the Vulgar Tongue: (Funny Book of Vintage British Swear Words, 18th Century English Curse Words and Slang)
Grose, Captain Francis
Hardcover
501 Italian Verbs, Sixth Edition
Luciani, Vincent, PH. D.
Danesi, Marcel, PH. D.
Colaneri, John, PH. D.
Paperback
Diccionario Larousse del Espanol Moderno = A New Dictionary of the Spanish Language
Garcia-Palayo Y. Gross, Ramon
Paperback
The Little Encyclopedia of Enchanted Woodland Creatures: An A-To-Z Guide to Mythical Beings of the Forest
Lancaster, Jason
Hardcover