Azure Databricks Cookbook. Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service Phani Raj, Vinod Jaiswal
- Autorzy:
- Phani Raj, Vinod Jaiswal
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Stron:
- 452
- Dostępne formaty:
-
PDFePubMobi
Opis
książki
:
Azure Databricks Cookbook. Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service
Azure Databricks is a unified collaborative platform for performing scalable analytics in an interactive environment. The Azure Databricks Cookbook provides recipes to get hands-on with the analytics process, including ingesting data from various batch and streaming sources and building a modern data warehouse.
The book starts by teaching you how to create an Azure Databricks instance within the Azure portal, Azure CLI, and ARM templates. You’ll work through clusters in Databricks and explore recipes for ingesting data from sources, including files, databases, and streaming sources such as Apache Kafka and EventHub. The book will help you explore all the features supported by Azure Databricks for building powerful end-to-end data pipelines. You'll also find out how to build a modern data warehouse by using Delta tables and Azure Synapse Analytics. Later, you’ll learn how to write ad hoc queries and extract meaningful insights from the data lake by creating visualizations and dashboards with Databricks SQL. Finally, you'll deploy and productionize a data pipeline as well as deploy notebooks and Azure Databricks service using continuous integration and continuous delivery (CI/CD).
By the end of this Azure book, you'll be able to use Azure Databricks to streamline different processes involved in building data-driven apps.
The book starts by teaching you how to create an Azure Databricks instance within the Azure portal, Azure CLI, and ARM templates. You’ll work through clusters in Databricks and explore recipes for ingesting data from sources, including files, databases, and streaming sources such as Apache Kafka and EventHub. The book will help you explore all the features supported by Azure Databricks for building powerful end-to-end data pipelines. You'll also find out how to build a modern data warehouse by using Delta tables and Azure Synapse Analytics. Later, you’ll learn how to write ad hoc queries and extract meaningful insights from the data lake by creating visualizations and dashboards with Databricks SQL. Finally, you'll deploy and productionize a data pipeline as well as deploy notebooks and Azure Databricks service using continuous integration and continuous delivery (CI/CD).
By the end of this Azure book, you'll be able to use Azure Databricks to streamline different processes involved in building data-driven apps.
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Szczegóły książki
- Tytuł oryginału:
- Azure Databricks Cookbook. Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service
- ISBN Ebooka:
- 978-17-896-1855-6, 9781789618556
- Data wydania ebooka :
-
2021-09-17
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- Język publikacji:
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- Rozmiar pliku Pdf:
- 46MB
- Rozmiar pliku ePub:
- 33.8MB
- Rozmiar pliku Mobi:
- 83.7MB
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