Damji, Jules
Learning Spark
- ISBN 13:
- 9781492050049
- author:
- Damji, Jules
- format:
- Paperback / softback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2020
- Pages:
- 300
- Dimensions:
- 23.3 x 17.8 centimetres
- Genre:
- Computers, Programming, Java,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Apache Spark Lightning-fast Data Analytics This book explains how to process varied workloads efficiently using Apache Spark. It covers structure and unification in Spark, showing data engineers and data scientists why these concepts matter for analytics and machine learning. You'll learn how to perform simple and complex data analytics, employ machine learning algorithms, and build reliable data pipelines with open source Delta Lake and Spark. The book provides step-by-step walk-throughs, code snippets, and notebooks to help you understand Spark operations, SQL Engine, and connect to various data sources. Through hands-on examples, you'll be able to learn Python, SQL, Scala, or Java high-level Structured APIs, inspect, tune, and debug Spark operations with Spark configurations and Spark UI, and perform analytics on batch and streaming data using Structured Streaming.
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