Large Scale Machine Learning with Python

Learn to build powerful machine learning models quickly and deploy large-scale predictive applications

Large Scale Machine Learning with Python

Bastiaan Sjardin, Luca Massaron, Alberto Boschetti

2 customer reviews
Learn to build powerful machine learning models quickly and deploy large-scale predictive applications
Mapt Subscription
FREE
$30.00/m after trial
eBook
$28.00
RRP $39.99
Save 29%
Print + eBook
$49.99
RRP $49.99
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
$28.00
$49.99
$29.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Large Scale Machine Learning with Python Book Cover
Large Scale Machine Learning with Python
$ 39.99
$ 28.00
Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 22.40
Buy 2 for $35.00
Save $36.98
Add to Cart

Book Details

ISBN 139781785887215
Paperback420 pages

Book Description

Large Python machine learning projects involve new problems associated with specialized machine learning architectures and designs that many data scientists have yet to tackle. But finding algorithms and designing and building platforms that deal with large sets of data is a growing need. Data scientists have to manage and maintain increasingly complex data projects, and with the rise of big data comes an increasing demand for computational and algorithmic efficiency. Large Scale Machine Learning with Python uncovers a new wave of machine learning algorithms that meet scalability demands together with a high predictive accuracy.

Dive into scalable machine learning and the three forms of scalability. Speed up algorithms that can be used on a desktop computer with tips on parallelization and memory allocation. Get to grips with new algorithms that are specifically designed for large projects and can handle bigger files, and learn about machine learning in big data environments. We will also cover the most effective machine learning techniques on a map reduce framework in Hadoop and Spark in Python.

Table of Contents

What You Will Learn

  • Apply the most scalable machine learning algorithms
  • Work with modern state-of-the-art large-scale machine learning techniques
  • Increase predictive accuracy with deep learning and scalable data-handling techniques
  • Improve your work by combining the MapReduce framework with Spark
  • Build powerful ensembles at scale
  • Use data streams to train linear and non-linear predictive models from extremely large datasets using a single machine

Authors

Table of Contents

Book Details

ISBN 139781785887215
Paperback420 pages
Read More
From 2 reviews

Read More Reviews

Recommended for You

Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 22.40
Python: Deeper Insights into Machine Learning Book Cover
Python: Deeper Insights into Machine Learning
$ 71.99
$ 50.40
Deep Learning with Keras Book Cover
Deep Learning with Keras
$ 39.99
$ 28.00
Python: Real World Machine Learning Book Cover
Python: Real World Machine Learning
$ 71.99
$ 50.40
Hands-On Data Science and Python Machine Learning Book Cover
Hands-On Data Science and Python Machine Learning
$ 31.99
$ 22.40
Practical Data Science Cookbook - Second Edition Book Cover
Practical Data Science Cookbook - Second Edition
$ 35.99
$ 25.20