Spark for Machine Learning [Video]

Spark for Machine Learning [Video]

Tomasz Lelek

Build mindblowing machine learning systems with Apache Spark
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 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 Mapt 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 Mapt 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 Mapt reader
$10.00
RRP $124.99

Frequently bought together


Spark for Machine Learning [Video] Book Cover
Spark for Machine Learning [Video]
$ 124.99
$ 10.00
Machine Learning for OpenCV – Advanced Methods and Deep Learning [Video] Book Cover
Machine Learning for OpenCV – Advanced Methods and Deep Learning [Video]
$ 124.99
$ 10.00
Buy 2 for $20.00
Save $229.98
Add to Cart

Video Details

ISBN 139781786466594
Course Length1 hour 25 minutes

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.

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

These popular $10 titles might interest you

Machine Learning for OpenCV – Advanced Methods and Deep Learning [Video] Book Cover
Machine Learning for OpenCV – Advanced Methods and Deep Learning [Video]
$ 124.99
$ 10.00
Machine Learning for OpenCV - Supervised Learning [Video] Book Cover
Machine Learning for OpenCV - Supervised Learning [Video]
$ 124.99
$ 10.00
Advanced Machine Learning with Spark 2.x [Video] Book Cover
Advanced Machine Learning with Spark 2.x [Video]
$ 124.99
$ 10.00
Adobe After Effects CC for Beginners: Learn After Effects CC [Video] Book Cover
Adobe After Effects CC for Beginners: Learn After Effects CC [Video]
$ 108.99
$ 10.00
Machine Learning with C++ : Choosing the Right Algorithm [Video] Book Cover
Machine Learning with C++ : Choosing the Right Algorithm [Video]
$ 124.99
$ 10.00
Hands-on Machine Learning with TensorFlow [Video] Book Cover
Hands-on Machine Learning with TensorFlow [Video]
$ 124.99
$ 10.00