Azure Databricks Cookbook - Second Edition
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COMING SOON! Publishing on 10 May 2024
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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