BigQuery Foundations and Advanced Techniques - Definitive Reference for Developers and Engineers

Richard Johnson

Summary

"BigQuery Foundations and Advanced Techniques"Unlock the full potential of Google BigQuery with "BigQuery Foundations and Advanced Techniques," the definitive guide for data engineers, architects, and analytics professionals seeking to master serverless cloud data warehousing. This comprehensive volume delves deep into BigQuery’s architecture, exploring its serverless design, storage model, and tightly integrated GCP ecosystem. Readers will gain a clear understanding of data organization strategies, resource management, and robust API options, establishing a strong foundation for building scalable analytics solutions.Building on these core concepts, the book expertly navigates through essential practices in schema design, partitioning, clustering, and data lake architecture, empowering users to manage massive datasets efficiently. Practical, hands-on chapters cover batch and streaming ingestion, sophisticated ETL/ELT workflows, and advanced query optimization techniques—including the use of BigQuery’s SQL extensions, UDFs, materialized views, and caching mechanisms. The reader will also find invaluable insights into operational excellence, encompassing monitoring, automation, spend management, and CI/CD for modern analytics pipelines.Going beyond the fundamentals, the guide addresses advanced topics such as identity management, data protection, regulatory compliance, and fine-grained security, ensuring enterprise-grade governance. Readers will also explore the frontiers of analytics, from BigQuery ML and geospatial analysis to federated queries and hybrid cloud interoperability. Rounded out with best practices, anti-patterns, migration strategies, and a forward-looking perspective on data warehousing trends, "BigQuery Foundations and Advanced Techniques" is essential reading for professionals aiming to lead and innovate in today’s cloud analytics landscape.

Available since: 06/05/2025.

Print length: 250 pages.

Science & Technology

Other books that might interest you

At Sixes and Sevens: How to...

Rachel Riley, Dr Gareth Moore

An engaging, accessible introduction into how numbers work and why we shouldn’t be afraid of them, from maths expert Rachel Riley.
Do you know your fractions from your percentages? Your adjacent to your hypotenuse? And who really knows how to do long division, anyway?
Puzzled already? Don’t blame you…
But fret not! You won’t be At Sixes and Sevens for long. In this brilliant, well-rounded guide, Countdown's Rachel Riley will take you back to the very basics, allow you to revisit what you learnt at school (and may have promptly forgotten, *ahem*), build your understanding of maths from the get-go and provide you with the essential toolkit to gain confidence in your numerical abilities.
Discover how to divide and conquer, make your decimal debut, become a pythagoras professional and so much more with these easy-to-learn tips and tricks. Packed full of working examples, fool-proof methods, quirky trivia and brainteasers to try from puzzle-pro Dr Gareth Moore, this book is an absolute must-read for anyone and everyone who ever thought maths was ‘above’ them. Because the truth is: you can do it. What’s more, it can be pretty fun too!
Rachel Riley's At Sixes and Sevens is a top-rated book that combines autobiography, entertainment, and education. It's a unique exploration of mathematics, filled with activities, curiosities, and wonders that will captivate any reader.
For fans of Cgp Books (A-Level Chemistry for AQA), Publications International Ltd. (The Book of Unusual Knowledge), Daniel Smith (Sherlock Unlocked), Alex Bellos (Alex's Adventures in Numberland), and Puzzling Books (Coloring Books for Kids & Toddlers Animal Faces Coloring Fun).

Show book

The First History of Man

MD John Bershof

In the spirit of medieval writer Chaucer, all human activity lies within the artist’s scope, the History of Man Series uses medicine as a jumping off point to explore precisely that, all history, all science, all human activity since the beginning of time. The jumping off style of writing takes the reader, the listener into worlds unknown, always returning to base, only to jump off again. History of Man are stories and tales of nearly everything. 
The First History of Man uses infection in general—bacteria, viruses, fungus, parasites, epidemics & pandemics, COVID-19—to lay the foundation for the next five books, narratives and stories that delve deeper into human infectious diseases. This first volume jumps off into accounts of the Big Bang Theory—the real one, but also the sitcom—the origin of the Universe, from atoms to DNA to us and how exactly it happened. In our journey we’ll explore Einstein and Newton who were probably aliens (he said jokingly), the Roman Empire, British history and all those wives of King Henry VIII, the why and how of the Protestant Reformation, why Pluto lost its planet status in our solar system, what exactly is the sweet spot of a solar system, all the while digging up some archeology, and even paying a visit with Dr. Livingstone, I presume. We’ll trudge from the top of Everest, the highest point on Earth, to the bottom of the Mariana Trench, the lowest point on Earth, and LUA in between, the Last Universal Ancestor that gave rise to all life on Earth.

Show book

AI Simplified - A Beginner’s...

Joe Ilunjo

AI Simplified: A Beginner’s Guide to Harnessing Artificial Intelligence in Everyday Life and Business 
Unlock the power of AI—no tech degree required! 
Tired of feeling left behind in the AI revolution? This book is your ultimate cheat code to mastering artificial intelligence, whether you’re a busy parent, entrepreneur, or creative dreamer. Learn how to:Save 10+ hours a week by automating emails, scheduling, and social media.Create jaw-dropping content with ChatGPT, MidJourney, and other game-changing tools.Boost your business with AI-powered marketing, customer service, and data hacks.Avoid pitfalls like bias, scams, and privacy risks with easy-to-follow checklists. 
Packed with step-by-step tutorials, real-world case studies, and a free downloadable toolkit, AI Simplified turns overwhelm into opportunity. Join thousands of readers who’ve already used AI to work less, earn more, and future-proof their lives. 
Ready to stop fearing AI—and start using it? This book is your launchpad.  
(Thank you for choosing my audiobook. If you have any questions, feedback, or if you’d like to request a digital or paperback copy of the book, please feel free to reach out to me at joenduga@gmail.com.)

Show book

Artificial Intelligence...

Brandon Scott

Embark on an enlightening journey into the realm of artificial intelligence with "Artificial Intelligence Fundamentals: A Journey through the Heart of Machine Intelligence" Whether you're a curious newcomer or an aspiring developer, this comprehensive book is designed to demystify the intricate world of AI and provide a hands-on introduction to the power of Python in crafting intelligent systems. 
Unlocking the World of AI 
Practical Learning with Python 
Building Blocks of Knowledge 
Real-World Applications 
Comprehensive Resource for Beginners 
Future-Ready Skills 
Embark on this educational odyssey and discover the captivating world of AI through the lens of Python. "Artificial Intelligence Fundamentals" is your gateway to understanding, applying, and embracing the transformative power of artificial intelligence. Let the coding adventure begin!

Show book

Manifest success and abundance...

Stuart Newman

Do you want to manifest success and abundance in your life?  
If so, then DST Hypno with Stu Newman is the perfect solution for you.  
This powerful hypnosis program will help reprogram your subconscious mind while you sleep, allowing positive energy to flow into your life and attract prosperity.  
With this unique approach, it's easy to see why many people have already experienced great results from this program.  
It provides a safe space where one can relax deeply and allow their dreams of success come true without any effort or hard work required on their part.  
So if you're looking for an effortless way to bring more wealth into your life - look no further than DST Hypno with Stu Newman!

Show book

Humans: A Brief History of How...

Tom Phillips

Modern humans have come a long way in the seventy thousand years they’ve walked the earth. Art, science, culture, trade—on the evolutionary food chain, we’re true winners. But it hasn’t always been smooth sailing, and sometimes—just occasionally—we’ve managed to truly f*ck things up.Weaving together history, science, politics and pop culture, Humans offers a panoramic exploration of humankind in all its glory, or lack thereof. From Lucy, our first ancestor, who fell out of a tree and died, to General Zhou Shou of China, who stored gunpowder in his palace before a lantern festival, to the Austrian army attacking itself one drunken night, to the most spectacular fails of the present day, Humans reveals how even the most mundane mistakes can shift the course of civilization as we know it. Lively, wry and brimming with brilliant insight, this unique compendium offers a fresh take on world history and is one of the most entertaining reads of the year.

Show book