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Azure Data and AI Architect Handbook

You're reading from  Azure Data and AI Architect Handbook

Product type Book
Published in Jul 2023
Publisher Packt
ISBN-13 9781803234861
Pages 284 pages
Edition 1st Edition
Languages
Concepts
Authors (2):
Olivier Mertens Olivier Mertens
Profile icon Olivier Mertens
LinkedIn
Olivier Mertens is a cloud solution architect for Azure data and AI at Microsoft, based in Dublin, Ireland. In this role, he assisted organizations in designing their enterprise-scale data platforms and analytical workloads. Next to his role as an architect, Olivier leads the technical AI expertise for Microsoft EMEA in the corporate market. This includes leading knowledge sharing and internal upskilling, as well as solving highly complex or strategic customer AI cases. Before his time at Microsoft, he worked as a data scientist at a Microsoft partner in Belgium. Olivier is a lecturer for generative AI and AI solution architectures, a keynote speaker for AI, and holds a master's degree in information management, a postgraduate degree as an AI business architect, and a bachelor's degree in business management.
See other products by Olivier Mertens
Breght Van Baelen Breght Van Baelen
Profile icon Breght Van Baelen
LinkedIn
Breght Van Baelen is a Microsoft employee based in Dublin, Ireland, and works as a cloud solution architect for the data and AI pillar in Azure. He provides guidance to organizations building large-scale analytical platforms and data solutions. In addition, Breght was chosen as an advanced cloud expert for Power BI and is responsible for providing technical expertise in Europe, the Middle East, and Africa. Before his time at Microsoft, he worked as a data consultant at Microsoft Gold Partners in Belgium. Breght led a team of eight data and AI consultants as a data science lead. Breght holds a master's degree in computer science from KU Leuven, specializing in AI. He also holds a bachelor's degree in computer science from the University of Hasselt.
See other products by Breght Van Baelen
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Table of Contents (18) Chapters

Preface 1. Part 1: Introduction to Azure Data Architect
2. Chapter 1: Introduction to Data Architectures 3. Chapter 2: Preparing for Cloud Adoption 4. Part 2: Data Engineering on Azure
5. Chapter 3: Ingesting Data into the Cloud 6. Chapter 4: Transforming Data on Azure 7. Chapter 5: Storing Data for Consumption 8. Part 3: Data Warehousing and Analytics
9. Chapter 6: Data Warehousing 10. Chapter 7: The Semantic Layer 11. Chapter 8: Visualizing Data Using Power BI 12. Chapter 9: Advanced Analytics Using AI 13. Part 4: Data Security, Governance, and Compliance
14. Chapter 10: Enterprise-Level Data Governance and Compliance 15. Chapter 11: Introduction to Data Security 16. Index 17. Other Books You May Enjoy

Summary

To summarize, this chapter provided you with valuable skills and lessons related to storage design. We learned how to classify data as structured, semi-structured, or unstructured, which is essential for choosing the right type of storage solution. Next, we determined how the data will be used and covered key concepts such as ACID transactions, SQL and NoSQL databases, and OLAP and OLTP systems. Finally, we learned how to choose which storage service to use in Azure and, in every scenario, whether it requires an OLTP, OLAP, or NoSQL solution. For each of the three, you will have a set of solid and powerful services to choose from.

These skills and lessons are vital for businesses and organizations that manage large amounts of data. By understanding how to classify data and choose the right data serving method, companies can ensure their data platform is efficient, scalable, and capable of supporting their business needs. Choosing the right storage service in Azure can help...

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Authors (2)

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Profile icon Olivier Mertens
LinkedIn
Olivier Mertens is a cloud solution architect for Azure data and AI at Microsoft, based in Dublin, Ireland. In this role, he assisted organizations in designing their enterprise-scale data platforms and analytical workloads. Next to his role as an architect, Olivier leads the technical AI expertise for Microsoft EMEA in the corporate market. This includes leading knowledge sharing and internal upskilling, as well as solving highly complex or strategic customer AI cases. Before his time at Microsoft, he worked as a data scientist at a Microsoft partner in Belgium. Olivier is a lecturer for generative AI and AI solution architectures, a keynote speaker for AI, and holds a master's degree in information management, a postgraduate degree as an AI business architect, and a bachelor's degree in business management.
Read more
See other products by Olivier Mertens
Profile icon Breght Van Baelen
LinkedIn
Breght Van Baelen is a Microsoft employee based in Dublin, Ireland, and works as a cloud solution architect for the data and AI pillar in Azure. He provides guidance to organizations building large-scale analytical platforms and data solutions. In addition, Breght was chosen as an advanced cloud expert for Power BI and is responsible for providing technical expertise in Europe, the Middle East, and Africa. Before his time at Microsoft, he worked as a data consultant at Microsoft Gold Partners in Belgium. Breght led a team of eight data and AI consultants as a data science lead. Breght holds a master's degree in computer science from KU Leuven, specializing in AI. He also holds a bachelor's degree in computer science from the University of Hasselt.
Read more
See other products by Breght Van Baelen
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