Spark for Machine Learning [Video]

Spark for Machine Learning [Video]

Tomasz Lelek

Build mindblowing machine learning systems with Apache Spark
Mapt Subscription
FREE
$30.00/m after trial
Video
$18.75
RRP $124.99
Save 84%
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
$18.75
$29.99 p/m after trial
RRP $124.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Spark for Machine Learning [Video] Book Cover
Spark for Machine Learning [Video]
$ 124.99
$ 18.75
Java Machine Learning for Computer Vision [Video] Book Cover
Java Machine Learning for Computer Vision [Video]
$ 124.99
$ 18.75
Buy 2 for $35.00
Save $214.98
Add to Cart

Video Description

Spark lets you apply machine learning techniques to data in real time, giving users immediate machine-learning based insights based on what's happening right now. Using Spark, we can create machine learning models and programs that are distributed and much faster compared to standard machine learning toolkits such as R or Python.

In this course, you’ll learn how to use the Spark MLlib. You’ll find out about the supervised and unsupervised ML algorithms. You’ll build classifications models, extracting proper futures from text using Word2Vect to achieve this. Next, we’ll build a Logistic Regression Model with Spark. Then we’ll find clusters and correlations in our data using K-Means clustering. We’ll learn how to validate models using cross-validation and area under the ROC measurement.

You’ll also build an effective Recommendation Model using distributed Spark algorithm. We will look at graph processing with GraphX library. By the end of the course, you’ll be able to focus on leveraging Spark to create fast and efficient machine learning programs.

Style and Approach

This step-by step and practical video course will teach you how to build amazing machine learning systems using Spark.

Video Preview

What You Will Learn

  • Apply Tokenization on data
  • Understand Natural Language Processing techniques
  • Transform text into a vector of numbers
  • Implement Word2Vect in Apache Spark
  • Measure accuracy on models using Spark
  • Implement Logistic Regression that leverages Spark’s Distributed Processing
  • Evaluate the result of trained models 
  • Understand different machine learning algorithms and approaches
  • Delve into graph processing using GraphX library

Authors

Video Details

ISBN 139781786466594
Course Length1 hour 25 minutes
Read More

Read More Reviews

Recommended for You

Java Machine Learning for Computer Vision [Video] Book Cover
Java Machine Learning for Computer Vision [Video]
$ 124.99
$ 18.75
Mathematical Foundation for AI and Machine Learning [Video] Book Cover
Mathematical Foundation for AI and Machine Learning [Video]
$ 46.99
$ 7.05
Hands-on Machine Learning for Data Mining [Video] Book Cover
Hands-on Machine Learning for Data Mining [Video]
$ 124.99
$ 18.75
Spark Analytics for Real-Time Data Processing [Video] Book Cover
Spark Analytics for Real-Time Data Processing [Video]
$ 124.99
$ 18.75
PySpark for Beginners [Video] Book Cover
PySpark for Beginners [Video]
$ 124.99
$ 18.75
A RESTful API Node Exercise for Beginners JavaScript and JQuery [Video] Book Cover
A RESTful API Node Exercise for Beginners JavaScript and JQuery [Video]
$ 186.99
$ 28.05