Apache Spark with Scala - Learn Spark from a Big Data Guru [Video]

Apache Spark with Scala - Learn Spark from a Big Data Guru [Video]

James Lee , Tao W.

Learn Apache Spark and Scala by 12+ hands-on examples of analyzing big data
Video
$10.01
RRP $149.99
Save 93%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$10.01
RRP $149.99

Frequently bought together


Apache Spark with Scala - Learn Spark from a Big Data Guru [Video] Book Cover
Apache Spark with Scala - Learn Spark from a Big Data Guru [Video]
$ 149.99
$ 10.01
Apache Spark with Java - Learn Spark from a Big Data Guru [Video] Book Cover
Apache Spark with Java - Learn Spark from a Big Data Guru [Video]
$ 197.99
$ 10.00
Buy 2 for $20.01
Save $327.97
Add to Cart

Video Details

ISBN 13 9781789134537
Course Length 3 hours 16 minutes

Table of Contents

Spark Architecture and Components

Video Description

This course covers all the fundamentals of Apache Spark with Scala and teaches you everything you need to know about developing Spark applications with Scala. At the end of this course, you will gain in-depth knowledge about Apache Spark and general big data analysis and manipulations skills to help your company to adapt Apache Spark for building a big data processing pipeline and data analytics applications. This course covers 10+ hands-on big data examples. You will learn valuable knowledge about how to frame data analysis problems as Spark problems. Together we will learn examples such as aggregating NASA Apache web logs from different sources; we will explore the price trend by looking at the real estate data in California; we will write Spark applications to find out the median salary of developers in different countries through the Stack Overflow survey data; we will develop a system to analyze how maker spaces are distributed across different regions in the United Kingdom, and much, much more. This course is taught in Scala. Scala is the next generation programming language for functional programming that is growing in popularity and it is one of the most widely used languages in the industry to write Spark programs. Let's learn how to write Spark programs with Scala to model big data problems today!

Style and Approach

This course covers 10+ hands-on big data examples involving Apache Spark. You will learn valuable knowledge about how to frame data analysis problems as Scala Spark problems.

Video Preview

What You Will Learn

  • An overview of the architecture of Apache Spark.
  • Work with Apache Spark's primary abstraction, resilient distributed datasets(RDDs) to process and analyze large data sets.
  • Develop Apache Spark 2.0 applications using RDD transformations and actions and Spark SQL.
  • Scale up Spark applications on a Hadoop YARN cluster through Amazon's Elastic MapReduce service.
  • Analyze structured and semi-structured data using Datasets and DataFrames, and develop a thorough understanding about Spark SQL.
  • Share information across different nodes on a Apache Spark cluster by broadcast variables and accumulators.
  • Advanced techniques to optimize and tune Apache Spark jobs by partitioning, caching and persisting RDDs.
  • Best practices of working with Apache Spark in the field.

Authors

Table of Contents

Spark Architecture and Components

Video Details

ISBN 139781789134537
Course Length3 hours 16 minutes
Read More

Read More Reviews

These popular $10 titles might interest you

Apache Spark with Java - Learn Spark from a Big Data Guru [Video] Book Cover
Apache Spark with Java - Learn Spark from a Big Data Guru [Video]
$ 197.99
$ 10.00
Apache Spark with Python - Big Data with PySpark and Spark [Video] Book Cover
Apache Spark with Python - Big Data with PySpark and Spark [Video]
$ 149.99
$ 10.01
Big Data Analytics Projects with Apache Spark [Video] Book Cover
Big Data Analytics Projects with Apache Spark [Video]
$ 124.99
$ 10.00
How to Acquire Your Dream 100 Clients: Sales Funnel Secrets from a Marketing Guru [Video] Book Cover
How to Acquire Your Dream 100 Clients: Sales Funnel Secrets from a Marketing Guru [Video]
$ 93.99
$ 10.00
Hands-on Google Cloud Platform(GCP) - Data Engineer [Video] Book Cover
Hands-on Google Cloud Platform(GCP) - Data Engineer [Video]
$ 51.99
$ 10.00
Machine Learning and Tensorflow - The Google Cloud Approach [Video] Book Cover
Machine Learning and Tensorflow - The Google Cloud Approach [Video]
$ 41.99
$ 10.00