Verwandte Artikel zu Spark in Action
Inhaltsangabe
Summary
Spark in Action teaches you the theory and skills you need to effectively handle batch and streaming data using Spark. Fully updated for Spark 2.0.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
Big data systems distribute datasets across clusters of machines, making it a challenge to efficiently query, stream, and interpret them. Spark can help. It is a processing system designed specifically for distributed data. It provides easy-to-use interfaces, along with the performance you need for production-quality analytics and machine learning. Spark 2 also adds improved programming APIs, better performance, and countless other upgrades.
About the Book
Spark in Action teaches you the theory and skills you need to effectively handle batch and streaming data using Spark. You'll get comfortable with the Spark CLI as you work through a few introductory examples. Then, you'll start programming Spark using its core APIs. Along the way, you'll work with structured data using Spark SQL, process near-real-time streaming data, apply machine learning algorithms, and munge graph data using Spark GraphX. For a zero-effort startup, you can download the preconfigured virtual machine ready for you to try the book's code.
What's Inside
- Updated for Spark 2.0
- Real-life case studies
- Spark DevOps with Docker
- Examples in Scala, and online in Java and Python
About the Reader
Written for experienced programmers with some background in big data or machine learning.
About the Authors
Petar Zečević and Marko Bonaći are seasoned developers heavily involved in the Spark community.
Table of Contents
- Introduction to Apache Spark
- Spark fundamentals
- Writing Spark applications
- The Spark API in depth
- Sparkling queries with Spark SQL
- Ingesting data with Spark Streaming
- Getting smart with MLlib
- ML: classification and clustering
- Connecting the dots with GraphX
- Running Spark
- Running on a Spark standalone cluster
- Running on YARN and Mesos
- Case study: real-time dashboard
- Deep learning on Spark with H2O
PART 1 - FIRST STEPS
PART 2 - MEET THE SPARK FAMILY
PART 3 - SPARK OPS
PART 4 - BRINGING IT TOGETHER
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorin bzw. den Autor
Petar Zecevic is a CTO at SV Group. During the last 14 years he has worked on various projects as a Java developer, team leader, consultant and software specialist. He is the founder and, with Marko, organizer of popular Spark@Zg meetup group.
Marko Bonaci has worked with Java for 13 years. He works Sematext as a Spark developer and consultant. Before that, he was team lead for SV Group's IBM Enterprise Content Management team.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
Neu kaufen
Diesen Artikel anzeigen
EUR 54,62
Gratis für den Versand von USA nach Deutschland
Versandziele, Kosten & Dauer
Suchergebnisse für Spark in Action
Beispielbild für diese ISBN
Spark in Action
Anbieter: medimops, Berlin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Bestandsnummer des Verkäufers M01617292605-V
Anzahl: 1 verfügbar
Foto des Verkäufers
Spark in Action
Anbieter: WeBuyBooks, Rossendale, LANCS, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Zustand: Like New. Most items will be dispatched the same or the next working day. An apparently unread copy in perfect condition. Dust cover is intact with no nicks or tears. Spine has no signs of creasing. Pages are clean and not marred by notes or folds of any kind. Bestandsnummer des Verkäufers wbs8160995279
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: Buchmarie, Darmstadt, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: Very Good. Bestandsnummer des Verkäufers 2628059_d19_2x
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Verlag:
Manning Publications Co. LLC, 2016
ISBN 10: 1617292605
ISBN 13: 9781617292606
Gebraucht
Softcover
Anbieter: Better World Books, Mishawaka, IN, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: Very Good. Used book that is in excellent condition. May show signs of wear or have minor defects. Bestandsnummer des Verkäufers 17951920-6
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: SecondSale, Montgomery, IL, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Bestandsnummer des Verkäufers 00089402282
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: SecondSale, Montgomery, IL, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: Acceptable. Item in acceptable condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Bestandsnummer des Verkäufers 00081307356
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: Basi6 International, Irving, TX, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Bestandsnummer des Verkäufers ABEJUNE24-11559
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Bestandsnummer des Verkäufers ABNR-29681
Anzahl: 5 verfügbar
Foto des Verkäufers
Spark in Action
Verlag:
Pearson Deutschland Gmbh, Manning Sep 2019, 2019
ISBN 10: 1617292605
ISBN 13: 9781617292606
Neu
Taschenbuch
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. Neuware - SummarySpark in Action teaches you the theory and skills you need to effectively handle batch and streaming data using Spark. Fully updated for Spark 2.0.Purchase of the print book includes a free Elektronisches Buch in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyBig data systems distribute datasets across clusters of machines, making it a challenge to efficiently query, stream, and interpret them. Spark can help. It is a processing system designed specifically for distributed data. It provides easy-to-use interfaces, along with the performance you need for production-quality analytics and machine learning. Spark 2 also adds improved programming APIs, better performance, and countless other upgrades.About the BookSpark in Action teaches you the theory and skills you need to effectively handle batch and streaming data using Spark. You'll get comfortable with the Spark CLI as you work through a few introductory examples. Then, you'll start programming Spark using its core APIs. Along the way, you'll work with structured data using Spark SQL, process near-real-time streaming data, apply machine learning algorithms, and munge graph data using Spark GraphX. For a zero-effort startup, you can download the preconfigured virtual machine ready for you to try the book's code. What's InsideUpdated for Spark 2.0Real-life case studiesSpark DevOps with DockerExamples in Scala, and online in Java and PythonAbout the ReaderWritten for experienced programmers with some background in big data or machine learning. About the AuthorsPetar Zecevic and Marko Bonaci are seasoned developers heavily involved in the Spark community.Table of ContentsPART 1 - FIRST STEPSIntroduction to Apache Spark Spark fundamentals Writing Spark applicationsThe Spark API in depth PART 2 - MEET THE SPARK FAMILY Sparkling queries with Spark SQL Ingesting data with Spark Streaming Getting smart with MLlib ML: classification and clustering Connecting the dots with GraphX PART 3 - SPARK OPSRunning Spark Running on a Spark standalone cluster Running on YARN and MesosPART 4 - BRINGING IT TOGETHERCase study: real-time dashboard Deep learning on Spark with H2O. Bestandsnummer des Verkäufers 9781617292606
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Spark in Action
Anbieter: Biblios, Frankfurt am main, HESSE, Deutschland
Verkäuferbewertung 4 von 5 Sternen
Zustand: New. pp. 450. Bestandsnummer des Verkäufers 18374806110
Anzahl: 4 verfügbar