Fundamentals of Data Engineering: Plan and Build Robust Data Systems
- Forfattere
- Indlæser
- Forlag
Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.
Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers. You'll understand how to apply the concepts of data generation, ingestion, orchestration, transformation, storage, and governance that are critical in any data environment regardless of the underlying technology.
This book will help you: get a concise overview of the entire data engineering landscape; assess data engineering problems using an end-to-end framework of best practices; cut through marketing hype when choosing data technologies, architecture, and processes; use the data engineering lifecycle to design and build a robust architecture; and incorporate data governance and security across the data engineering lifecycle.
© 2023 Ascent Audio (Lydbog): 9781663732347
Udgivelsesdato
Lydbog: 21. november 2023
Andre kan også lide...
- Data Mesh: Delivering Data-Driven Value at Scale Zhamak Dehghani
- Software Engineering at Google: Lessons Learned from Programming Over Time Tom Manshreck, Hyrum Wright, Titus Winters
- AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence Laurence Moroney
- Fundamentals of Software Architecture: An Engineering Approach Neal Ford, Mark Richards
- Software Architecture: The Hard Parts: Modern Trade-Off Analyses for Distributed Architectures Neal Ford, Mark Richards, Zhamak Dehghani, Pramod Sadalage
- Clean Agile: Back to Basics Robert C. Martin
- Building Microservices: Designing Fine-Grained Systems Sam Newman
- Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Foster Provost, Tom Fawcett
- Monolith to Microservices: Evolutionary Patterns to Transform Your Monolith Sam Newman
- Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems Martin Kleppmann
- Coders at Work: Reflections on the Craft of Programming Peter Seibel
- Site Reliability Engineering: How Google Runs Production Systems Chris Jones, Betsy Beyer, Jennifer Petoff, Niall Richard Murphy
- Clean Architecture: A Craftsman's Guide to Software Structure and Design Robert C. Martin
- Security Chaos Engineering: Sustaining Resilience in Software and Systems Aaron Rinehart, Kelly Shortridge
- Information Architecture: For the Web and Beyond Louis Rosenfeld, Jorge Arango, Peter Morville
- Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine Learning Alex J. Gutman, Jordan Goldmeier
- Learning Systems Thinking: Essential Non-Linear Skills and Practices for Software Professionals Diana Montalion
- AI at the Edge: Solving Real-World Problems with Embedded Machine Learning Jenny Plunkett, Daniel Situnayake
- Machine Learning Interviews: Kickstart Your Machine Learning and Data Career Susan Shu Chang
- Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python Sofien Kaabar
- Prompt Engineering for Generative AI: Future-Proof Inputs for Reliable AI Outputs Mike Taylor, James Phoenix
- Managing Humans: Biting and Humorous Tales of a Software Engineering Manager Michael Lopp
- Deep Learning John D. Kelleher
- The Innovation Ultimatum: How Six Strategic Technologies Will Reshape Every Business in the 2020s Steve Brown
- Shocks, Crises, and False Alarms: How to Assess True Macroeconomic Risk Paul Swartz, Philipp Carlsson-Szlezak
- The Ethics of Influence: Government in the Age of Behavioral Science Cass R. Sunstein
- AI and Machine Learning for On-Device Development: A Programmer's Guide, 1st Edition Laurence Moroney
- Database Internals: A Deep Dive into How Distributed Data Systems Work, 1st Edition Alex Petrov
- The Politics Industry: How Political Innovation Can Break Partisan Gridlock and Save Our Democracy Michael E. Porter, Katherine M. Gehl
- The Digital Mindset: What It Really Takes to Thrive in the Age of Data, Algorithms, and AI Tsedal Neeley, Paul Leonardi
- The Year in Tech, 2024: The Insights You Need from Harvard Business Review Harvard Business Review
- Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications Chip Huyen
- WTF?: What's the Future and Why It's Up to Us Tim O'Reilly
- Casual Artificial Intelligence John K. Thompson, Judith S. Hurwitz
- Artificial Intelligence: Modern Magic or Dangerous Future? Yorick Wilks
- Designing the Urban Future: Smart Cities Scientific American
- Google Cloud Cookbook: Practical Solutions for Building and Deploying Cloud Services, 1st Edition Rui Costa, Drew Hodun
- Split the Pie: A Radical New Way to Negotiate Barry Nalebuff
- Cloud Computing Nayan B. Ruparella
- Designing for Behavior Change: Applying Psychology and Behavioral Economics 2nd Edition Stephen Wendel
- Building For Everyone: Expand Your Market With Design Practices From Google's Product Inclusion Team Annie Jean-Baptiste
- AI and the Future of Banking Tony Boobier
- Shifting the Balance: How Top Organizations Beat the Competition by Combining Intuition with Data Mark Schrutt
- Automate This: How Algorithms Came to Rule Our World Christopher Steiner
- Personal Finance in Plain English: Definitions. Examples. Uses. Michele Cagan
- Irony and Sarcasm Roger Kreuz
- The Business of Venture Capital : The Art of Raising a Fund, Structuring Investments, Portfolio Management and Exits, 3rd Edition: The Art of Raising a Fund, Structuring Investments, Portfolio Management, and Exits, 3rd Edition Mahendra Ramsinghani
Vælg dit abonnement
Over 1 million titler
Download og nyd titler offline
Eksklusive titler + Mofibo Originals
Børnevenligt miljø (Kids Mode)
Det er nemt at opsige når som helst
Premium
For dig som lytter og læser ofte.
129 kr. /måned
1 konto
100 timer/måned
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Unlimited
For dig som lytter og læser ubegrænset.
159 kr. /måned
1 konto
Ubegrænset timer
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Family
For dig som ønsker at dele historier med familien.
Fra 179 kr. /måned
2-6 konti
100 timer/måned pr. konto
Fri lytning til podcasts
Kun 39 kr. pr. ekstra konto
Ingen binding
Dig + 1 familiemedlem
2 konti179 kr. /måned
Flex
For dig som vil prøve Mofibo.
89 kr. /måned
1 konto
20 timer/måned
Gem op til 100 ubrugte timer
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Har du en rabatkode?
Indtast koden her