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Apache Spark with Scala – Hands-On with Big Data! [Video]
Apache Spark with Scala – Hands-On with Big Data! [Video]

Apache Spark with Scala – Hands-On with Big Data!: Dive right in with 20+ hands-on examples of analyzing large datasets with Apache Spark, on your desktop or on Hadoop! [Video]

By Frank Kane
$99.99
Video Sep 2016 8 hours 55 minutes 1st Edition
Video
$99.99
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$99.99
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Key benefits

  • Understand the fundamentals of Scala and the Apache Spark ecosystem
  • Develop distributed code using the Scala programming language
  • Include practical examples to help you develop real-world Big Data applications with Spark with Scala

Description

“Big data” analysis is a hot and highly valuable skill—and this course will teach you the hottest technology in big data: Apache Spark. Employers including Amazon, eBay, NASA JPL, and Yahoo all use Spark to quickly extract meaning from massive datasets across a fault-tolerant Hadoop cluster. You will learn those same techniques using your own Windows system right at home. It is easier than you think, and you will learn from an ex-engineer and senior manager from Amazon and IMDb. In this course, you will learn the concepts of Spark’s Resilient Distributed Datasets, DataFrames, and datasets. We will also cover a crash course in the Scala programming language that will help you with the course. You will learn how to develop and run Spark jobs quickly using Scala, IntelliJ, and SBT. You will learn how to translate complex analysis problems into iterative or multi-stage Spark scripts. You will learn how to scale up to larger datasets using Amazon’s Elastic MapReduce service and understand how Hadoop YARN distributes Spark across computing clusters. We will also be practicing using other Spark technologies, such as Spark SQL, DataFrames, DataSets, Spark Streaming, Machine Learning, and GraphX. By the end of this course, you will be running code that analyzes gigabytes worth of information—in the cloud—in a matter of minutes. All the codes and supporting files for this course are available at https://github.com/PacktPublishing/Apache-Spark-with-Scala---Hands-On-with-Big-Data-

What you will learn

Learn the concepts of Spark’s RDD, DataFrames, and Datasets Get a crash course in the Scala programming language Develop and run Spark jobs quickly using Scala, IntelliJ, and SBT Translate complex analysis problems into iterative or multi-stage Spark scripts Scale up to larger datasets using Amazon’s Elastic MapReduce service Understand how Hadoop YARN distributes Spark across computing clusters

Product Details

Country selected

Publication date : Sep 13, 2016
Length 8 hours 55 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787129849
Vendor :
Apache
Category :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Sep 13, 2016
Length 8 hours 55 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787129849
Vendor :
Apache
Category :

Table of Contents

10 Chapters
1. Getting Started Chevron down icon Chevron up icon
2. Scala Crash Course (Optional) Chevron down icon Chevron up icon
3. Using Resilient Distributed Datasets (RDDs) Chevron down icon Chevron up icon
4. SparkSQL, DataFrames, and DataSets Chevron down icon Chevron up icon
5. Advanced Examples of Spark Programs Chevron down icon Chevron up icon
6. Running Spark on a Cluster Chevron down icon Chevron up icon
7. Machine Learning with Spark ML Chevron down icon Chevron up icon
8. Introduction to Spark Streaming Chevron down icon Chevron up icon
9. Introduction to GraphX Chevron down icon Chevron up icon
10. You Made It! Where to Go from Here Chevron down icon Chevron up icon

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