eBook - ePub

Azure Data and AI Architect Handbook

Name: Azure Data and AI Architect Handbook
Author: Olivier Mertens,Breght Van Baelen

Adopt a structured approach to designing data and AI solutions at scale on Microsoft Azure

Olivier Mertens,

Breght Van Baelen,

284 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Azure Data and AI Architect Handbook

Adopt a structured approach to designing data and AI solutions at scale on Microsoft Azure

Olivier Mertens,

Breght Van Baelen,

About this book

Master core data architecture design concepts and Azure Data & AI services to gain a cloud data and AI architect's perspective to developing end-to-end solutionsPurchase of the print or Kindle book includes a free PDF eBook

Key Features

Translate and implement conceptual architectures with the right Azure services
Inject artificial intelligence into data solutions for advanced analytics
Leverage cloud computing and frameworks to drive data science workloads

Book Description

With data's growing importance in businesses, the need for cloud data and AI architects has never been higher. The Azure Data and AI Architect Handbook is designed to assist any data professional or academic looking to advance their cloud data platform designing skills. This book will help you understand all the individual components of an end-to-end data architecture and how to piece them together into a scalable and robust solution.You'll begin by getting to grips with core data architecture design concepts and Azure Data & AI services, before exploring cloud landing zones and best practices for building up an enterprise-scale data platform from scratch. Next, you'll take a deep dive into various data domains such as data engineering, business intelligence, data science, and data governance. As you advance, you'll cover topics ranging from learning different methods of ingesting data into the cloud to designing the right data warehousing solution, managing large-scale data transformations, extracting valuable insights, and learning how to leverage cloud computing to drive advanced analytical workloads. Finally, you'll discover how to add data governance, compliance, and security to solutions.By the end of this book, you'll have gained the expertise needed to become a well-rounded Azure Data & AI architect.

What you will learn

Design scalable and cost-effective cloud data platforms on Microsoft Azure
Explore architectural design patterns with various use cases
Determine the right data stores and data warehouse solutions
Discover best practices for data orchestration and transformation
Help end users to visualize data using interactive dashboarding
Leverage OpenAI and custom ML models for advanced analytics
Manage security, compliance, and governance for the data estate

Who this book is for

This book is for anyone looking to elevate their skill set to the level of an architect. Data engineers, data scientists, business intelligence developers, and database administrators who want to learn how to design end-to-end data solutions and get a bird's-eye view of the entire data platform will find this book useful. Although not required, basic knowledge of databases and data engineering workloads is recommended.

]]>

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Azure Data and AI Architect Handbook by Olivier Mertens,Breght Van Baelen in PDF and/or ePUB format, as well as other popular books in Informatique & Modélisation et conception de données. We have over one million books available in our catalogue for you to explore.