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Learning Spark: Lightning-Fast Data Analytics, Second Edition

MRP: Rs.1,400.00 You save: Rs.140.00 (10%)
Net Price: Rs.1,260.00
Price in points: 1260 points
9789385889059
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Minimum quantity for "Learning Spark: Lightning-Fast Data Analytics, Second Edition" is 1.

All Indian Reprints of O'Reilly are printed in Grayscale

Data is bigger, arrives faster, and comes in a variety of formats and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark.

Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, you'll be able to:

  • Learn Python, SQL, Scala, or Java high-level Structured APIs
  • Understand Spark operations and SQL Engine 
  • Inspect, tune, and debug Spark operations with Spark configurations and Spark UI 
  • Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka
  • Perform analytics on batch and streaming data using Structured Streaming
  • Build reliable data pipelines with open source Delta Lake and Spark
  • Develop machine learning pipelines with MLlib and productionize models using MLflow

Books

Author:
Jules S. Damji
Author 1:
Tathagata Das
Author 2:
Brooke Wenig
Binding:
Paperback
Condition Type:
New
Country Origin:
India
Edition:
Second
Gift Wrap:
N
Leadtime to ship in days (default):
ships in 1-2 days
Leadtime to ship in days(if not in stock):
ships in 12-15 days
Pages:
400
Publication Date:
20/08/2020
Publisher:
Shroff/O'Reilly
Year:
2020

Dimensions

Dimensions (W x H x D):
7 x 9 x .8 inch

Table of Contents (9789385889059_toc.pdf, 183 Kb) [Download]