Advanced Analytics and Real-Time Data Processing in Apache Spark [Video]

Advanced Analytics and Real-Time Data Processing in Apache Spark [Video]

Tomasz Lelek

Implement high velocity streaming for real-time data processing along with machine learning, graph analysis operations using Spark MLlib, GraphX, SparkR on Apache Spark and explore some Analytical use-cases on Spark.
Mapt Subscription
FREE
$40.00/m after trial
Video
$106.25
RRP $124.99
Save 14%
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
$0.00
$106.25
$29.99 p/m after trial
RRP $124.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Advanced Analytics and Real-Time Data Processing in Apache Spark [Video] Book Cover
Advanced Analytics and Real-Time Data Processing in Apache Spark [Video]
$ 124.99
$ 106.25
Spark Analytics for Real-Time Data Processing [Video] Book Cover
Spark Analytics for Real-Time Data Processing [Video]
$ 124.99
$ 106.25
Buy 2 for $35.00
Save $214.98
Add to Cart

Video Details

ISBN 13 9781787282032
Course Length 3 hours 24 minutes

Table of Contents

Video Description

This comprehensive tutorial will acquaint you with all the aspects of real-time analytics with Apache Spark, one of the trending Big Data processing frameworks on the market today. It will show you how to leverage the features of various components of the Spark framework to efficiently process, analyze, and visualize your data.

You will learn how to implement the high velocity streaming operation for data processing in order to perform efficient analytics on your real-time data. You’ll analyze data using machine learning techniques and graphs. You’ll learn about Spark Streaming and create real-world streaming processing that address all the problems that need to be solved. You’ll solve problems using Machine Learning techniques and find out about all the tools available in the MLlibtoolkit. You’ll find out how to leverage Graphs to solve real-world problems.

At the end of this video, you’ll also see some useful Machine Learning algorithms with the help of Spark MLlib and will integrate Spark with R. We’ll also make sure you’re confident and prepared for graph processing, as you’ll learn more about the GraphX API. By the end, you’ll be well-versed in the aspects of real-time analytics and implement them with Apache Spark.

Style and Approach

Filled with hands-on examples, this course will help you perform data analysis and take you from an intermediate level to an advanced approach to data analytics. You will perform graph analysis, handling high velocity streaming with some analytical use cases.

Video Preview

What You Will Learn

  • Real-time data streaming processes and operations with Spark Streaming
  • Implement high-velocity streaming and data processing use cases while working with streaming API
  • Dive into MLlib– the machine learning functional library in Spark with highly scalable algorithms.
  • Createmachine learning pipelines to combine multiple algorithms in a single workflow.
  • Understand graphs and the Apache Spark API for graphs—GraphX
  • Apply interesting graph algorithms and graph processing with GraphX in a distributed environment
  • Use R, the popular statistical language, to work with Spark—SparkR
  • See how SparkR allows users to create and transform RDDs in R
  • See analytical use case implementations using MLLib, GraphX, and Spark Streaming

Authors

Table of Contents

Video Details

ISBN 139781787282032
Course Length3 hours 24 minutes
Read More

Read More Reviews

Recommended for You

Spark Analytics for Real-Time Data Processing [Video] Book Cover
Spark Analytics for Real-Time Data Processing [Video]
$ 124.99
$ 106.25
Apache Spark Deep Learning Advanced Recipes [Video] Book Cover
Apache Spark Deep Learning Advanced Recipes [Video]
$ 124.99
$ 106.25
Clean Data: Tips, Tricks, and Techniques [Video] Book Cover
Clean Data: Tips, Tricks, and Techniques [Video]
$ 124.99
$ 106.25
Big Data Processing with Apache Spark Book Cover
Big Data Processing with Apache Spark
$ 23.99
$ 16.80
Hands-On Big Data Processing with Hadoop 3 [Video] Book Cover
Hands-On Big Data Processing with Hadoop 3 [Video]
$ 124.99
$ 106.25
Apache Spark Deep Learning Recipes [Video] Book Cover
Apache Spark Deep Learning Recipes [Video]
$ 124.99
$ 106.25