Chadha, Pulkit

Data Engineering with Databricks Cookbook: Build effective data and AI solutions using Apache Spark, Databricks, and Delta Lake

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ISBN 13:
9781837633357
author:
Chadha, Pulkit
format:
Paperback
publisher:
Packt Publishing
language:
English
Publication Year:
2024
Pages:
438
Dimensions:
23.5 x 19.1 x 2.3 centimetres (0
Genre:
Computers, Computer Science, Data Modeling,
Condition:
New
Availability:
Item usually sent within 5 working days
£44.25

Description

This comprehensive cookbook provides practical guidance on building effective data and AI solutions using Apache Spark, Databricks, and Delta Lake. With 70 recipes to help you implement reliable data pipelines, you'll learn how to ingest, transform, and manage structured and unstructured data.

Written by a Senior Solutions Architect at Databricks, this book covers the key concepts of data engineering, from setting up comprehensive introductions to data ingestion and loading with Apache Spark. You'll also discover how to optimize Delta tables, ingest streaming data, and tackle common performance problems.

As you progress through the book, you'll learn how to use Databricks to implement DataOps and DevOps practices, orchestrate data pipelines using Workflows, and configure the Unity Catalog for data governance. With this cookbook as your guide, you'll be able to build effective data solutions straight away.

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