Learning Spark: Lightning-Fast Data Analytics by Jules Damji (English) Paperback

Description: FREE SHIPPING UK WIDE Learning Spark by Jules Damji, Denny Lee, Brooke Wenig, Tathagata Das Updated to emphasize new features in Spark 2.4., this second edition shows data engineers and 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. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description Data is getting bigger, arriving faster, and coming in varied formats-and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark. Updated to emphasize new features in Spark 2.4., this second edition shows data engineers and 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 discourse, code snippets, and notebooks, youll be able to: Learn Python, SQL, Scala, or Java high-level APIs: DataFrames and Datasets Peek under the hood of the Spark SQL engine to understand Spark transformations and performance Inspect, tune, and debug your 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 Use open source Pandas framework Koalas and Spark for data transformation and feature engineering" Author Biography Jules S. Damji is an Apache Spark Community and Developer Advocate at Databricks. He is a hands-on developer with over 20 years of experience and has worked at leading companies, such as Sun Microsystems, Netscape, @Home, LoudCloud/Opsware, VeriSign, ProQuest, and Hortonworks, building large-scale distributed systems. He holds a B.Sc and M.Sc in Computer Science and MA in Political Advocacy and Communication from Oregon State University, Cal State, and Johns Hopkins University respectively.Denny Lee is a Technical Product Manager at Databricks. He is a hands-on distributed systems and data sciences engineer with extensive experience developing internet-scale infrastructure, data platforms, and predictive analytics systems for both on-premise and cloud environments. He also has a Masters of Biomedical Informatics from Oregon Health and Sciences University and has architected and implemented powerful data solutions for enterprise Healthcare customers. His current technical focuses include Distributed Systems, Apache Spark, Deep Learning, Machine Learning, and Genomics.Brooke Wenig is the Machine Learning Practice Lead at Databricks. She guides and assists customers in implementing machine learning pipelines, as well as teaching Distributed Machine Learning & Deep Learning courses. She received an MS in Computer Science from UCLA with a focus on distributed machine learning. She speaks Mandarin Chinese fluently and enjoys cycling.Tathagata Das is an Apache Spark committer and a member of the PMC. Hes the lead developer behind Spark Streaming and currently develops Structured Streaming. Previously, he was a grad student in the UC Berkeley at AMPLab, where he conducted research about data-center frameworks and networks with Scott Shenker and Ion Stoica. Details ISBN1492050040 Author Tathagata Das Pages 300 Year 2020 ISBN-10 1492050040 ISBN-13 9781492050049 Language English Edition 2nd Format Paperback Short Title Learning Spark Subtitle Lightning-Fast Data Analytics DEWEY 006.312 Place of Publication Sebastopol Country of Publication United States AU Release Date 2020-08-31 NZ Release Date 2020-08-31 US Release Date 2020-08-31 Publication Date 2020-08-31 UK Release Date 2020-08-31 Imprint OReilly Media Birth 1962 Affiliation Consultant Physician in Genitourinary Medicine, Northumbria Healthcare Trust, and Honorary Consultant in Infectious Diseases, Newcastle upon Tyne Hospitals Foundation Trust, Newcastle upon Tyne, UK Position Contributor Qualifications MD Publisher OReilly Media Edition Description 2nd edition Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! 30 DAY RETURN POLICY No questions asked, 30 day returns! FREE DELIVERY No matter where you are in the UK, delivery is free. SECURE PAYMENT Peace of mind by paying through PayPal and eBay Buyer Protection TheNile_Item_ID:129754118;

Price: 61.8 GBP

Location: London

End Time: 2024-12-19T12:25:52.000Z

Shipping Cost: 7.96 GBP