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Apache Spark in 7 Days
Apache Spark in 7 Days

Apache Spark in 7 Days: Develop your big data skills in 7 days with Apache Spark

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Profile Icon Karen Yang
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Free Trial
Video Feb 2019 3hrs 43mins 1st Edition
Video
Mex$2687.99
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Free Trial
Arrow left icon
Profile Icon Karen Yang
Arrow right icon
Free Trial
Video Feb 2019 3hrs 43mins 1st Edition
Video
Mex$2687.99
Subscription
Free Trial
Video
Mex$2687.99
Subscription
Free Trial

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Key benefits

  • •Receive practical guidance on Apache Spark to get up to speed with big data in 7 days
  • •Grasp the fundamentals of Apache Spark by working on data streaming systems, big data processing and more
  • •Work on Spark operations and tasks to write and test applications using Python at speed

Description

If you’re looking to get up to speed with learning the fundamentals of Apache Spark in a short period of time, you can count on this course to help you learn the basics of this engine. Spark is becoming a popular big data processing engine with its unique ability to run in-memory with excellent speed. It is also easy to use and offers simple syntax. The course is designed to give you a fundamental understanding of and hands-on experience in writing basic code as well as running applications on a Spark cluster. Over 7 days, you will work on interesting examples and assignments that will demonstrate and help you understand basic operations, querying, machine learning, and streaming. By the end of this course, you’ll be able to put your learning to practice and build your own projects with ease and confidence. The code bundle for this video course is available at - https://github.com/PacktPublishing/Apache-Spark-in-7-Days

Who is this book for?

This course will be particularly useful if you are a developer, data analyst, data engineer, or data scientist. However, anyone interested in learning how to use Spark will also benefit from this course. Knowledge of Python programming is assumed but previous experience of working with Spark is not required.

What you will learn

  • •Find out how to deploy a Spark cluster in the AWS (Amazon Web Services) cloud, using a Python EC2 (Amazon Elastic Compute Cloud)script
  • •Study the basic concepts of Spark, including transformations and actions
  • •Uncover what RDDs (Resilient Distributed Datasets) are and how to perform operations on them
  • •Run queries using Spark SQL
  • •Write Spark SQL queries and work with Spark DataFrames
  • •Understand how to use MLlib for machine learning applications
  • •Discover streaming operations

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Feb 26, 2019
Length: 3hrs 43mins
Edition : 1st
Language : English
ISBN-13 : 9781789809145
Vendor :
Apache
Category :
Languages :
Concepts :

What do you get with a Packt Subscription?

Free for first 7 days. $19.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details

Publication date : Feb 26, 2019
Length: 3hrs 43mins
Edition : 1st
Language : English
ISBN-13 : 9781789809145
Vendor :
Apache
Category :
Languages :
Concepts :

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$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
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$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just Mex$85 each
Feature tick icon Exclusive print discounts

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Apache Spark in 7 Days
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Table of Contents

7 Chapters
Getting Started Chevron down icon Chevron up icon
Working with RDDs Chevron down icon Chevron up icon
DataFrames Chevron down icon Chevron up icon
Spark SQL Chevron down icon Chevron up icon
Machine Learning Fundamentals Chevron down icon Chevron up icon
Machine Learning Models Chevron down icon Chevron up icon
Streaming Chevron down icon Chevron up icon
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