Home Data Azure Databricks Cookbook - Second Edition

Azure Databricks Cookbook - Second Edition

By M. Lynne Alanfield , Jeremy Peach , Phani Raj and 1 more
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COMING SOON! Publishing on 10 May 2024
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50+ new titles added every month on new and emerging tech
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What do you get with eBook?
Download this book in EPUB and PDF formats
Access this title in our online reader
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What do you get with video?
Download this video in MP4 format
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What do you get with video?
Stream this video
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About this book
The second edition of Azure Databricks Cookbook offers hands-on recipes for ingesting and governing data, building modern data warehouses, and creating innovative AI solutions using Azure Databricks. Starting with creating an Azure Databricks instance, you'll explore clusters and ingest data from various sources like files, databases, and streaming platforms such as Apache Kafka and EventHub. You'll learn to load data in the Azure Databricks Lakehouse and cover end-to-end data pipelines, utilizing Delta tables and Azure Synapse Analytics for building a modern data warehouse. Enhance your knowledge with OpenAI and Microsoft Fabric integration for superior data solutions. Visualize insights and create dashboards with Databricks SQL and deploy and productionalize data pipelines using CI/CD for Azure Databricks notebooks. The book guides you through setting up Unity Catalog, configuring metastore, catalogs, databases, and tables. It emphasizes ensuring operations continuity with high availability and disaster recovery planning. Finally, you'll explore modernizing workloads with AI and cost-efficient administration. By the end of this book, you will have unlocked transformational insights from data, mastered predictive modeling techniques, and understood development operations best practices to optimize your data solutions.
Publication date:
10 May 2024
Publisher
Packt
ISBN
9781805123828

About the Authors
  • M. Lynne Alanfield

    M. Lynne Alanfield is an experienced and dynamic Principal Cloud Solution Architect. She works with Microsoft's most strategic global customers to discover, migrate and plan business transformation through Microsoft's Azure cloud. She is an award winning subject matter expert in Azure Data Cloud and Artificial Intelligence and a recognized Global Business Intelligence Lead within Microsoft. Melissa is renowned for delivering cutting-edge services for large, global enterprise customers. With a PhD in Cybersecurity and masters and bachelors in MIS, she has an impressive academic background that she supplements through her strong technical writing skills and best-selling author status in non-technical genres.

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  • Jeremy Peach

    Jeremy Peach is a data scientist with twenty years of experience turning data into insights. As a Senior Cloud Solution Architect at Microsoft, he specializes in Azure Databricks and helps large enterprises around the world solve their toughest analytical challenges using Azure and Apache Spark. He has written several articles on harnessing the power of the cloud to create data science solutions and scaling up analysis of big data.

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  • Phani Raj

    Phani Raj is an experienced data architect and a product manager having 15 years of experience working with customers on building data platforms on both on-prem and on cloud. Worked on designing and implementing large scale big data solutions for customers on different verticals. His passion for continuous learning and adapting to the dynamic nature of technology underscores his role as a trusted advisor in the realm of data architecture ,data science and product management.

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  • Vinod Jaiswal

    Vinod Jaiswal is an experienced data engineer, excels in transforming raw data into valuable insights. With over 8 years in Databricks, he designs and implements data pipelines, optimizes workflows, and crafts scalable solutions for intricate data challenges. Collaborating seamlessly with diverse teams, Vinod empowers them with tools and expertise to leverage data effectively. His dedication to staying updated on the latest data engineering trends ensures cutting-edge, robust solutions. Apart from technical prowess, Vinod is a proficient educator. Through presentations and mentoring, he shares his expertise, enabling others to harness the power of data within the Databricks ecosystem.

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Azure Databricks Cookbook - Second Edition
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