Scala Machine Learning Projects

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.

Scala Machine Learning Projects

Md. Rezaul Karim

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.
Mapt Subscription
FREE
$30.00/m after trial
eBook
$25.20
RRP $35.99
Save 29%
Print + eBook
$44.99
RRP $44.99
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
$25.20
$44.99
$29.99 p/m after trial
RRP $35.99
RRP $44.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Scala Machine Learning Projects Book Cover
Scala Machine Learning Projects
$ 35.99
$ 25.20
Deep Learning Quick Reference Book Cover
Deep Learning Quick Reference
$ 31.99
$ 22.40
Buy 2 for $35.00
Save $32.98
Add to Cart

Book Details

ISBN 139781788479042
Paperback470 pages

Book Description

Machine learning has had a huge impact on academia and industry by turning data into actionable information. Scala has seen a steady rise in adoption over the past few years, especially in the fields of data science and analytics. This book is for data scientists, data engineers, and deep learning enthusiasts who have a background in complex numerical computing and want to know more hands-on machine learning application development.

If you're well versed in machine learning concepts and want to expand your knowledge by delving into the practical implementation of these concepts using the power of Scala, then this book is what you need! Through 11 end-to-end projects, you will be acquainted with popular machine learning libraries such as Spark ML, H2O, DeepLearning4j, and MXNet.

At the end, you will be able to use numerical computing and functional programming to carry out complex numerical tasks to develop, build, and deploy research or commercial projects in a production-ready environment.

Table of Contents

Chapter 8: Clients Subscription Assessment for Bank Telemarketing using Deep Neural Networks

What You Will Learn

  • Apply advanced regression techniques to boost the performance of predictive models
  • Use different classification algorithms for business analytics
  • Generate trading strategies for Bitcoin and stock trading using ensemble techniques
  • Train Deep Neural Networks (DNN) using H2O and Spark ML
  • Utilize NLP to build scalable machine learning models
  • Learn how to apply reinforcement learning algorithms such as Q-learning for developing ML application
  • Learn how to use autoencoders to develop a fraud detection application
  • Implement LSTM and CNN models using DeepLearning4j and MXNet

Authors

Table of Contents

Chapter 8: Clients Subscription Assessment for Bank Telemarketing using Deep Neural Networks

Book Details

ISBN 139781788479042
Paperback470 pages
Read More

Read More Reviews

Recommended for You

Deep Learning Quick Reference Book Cover
Deep Learning Quick Reference
$ 31.99
$ 22.40
Machine Learning: End-to-End guide for Java developers Book Cover
Machine Learning: End-to-End guide for Java developers
$ 75.99
$ 53.20
Regression Analysis with R Book Cover
Regression Analysis with R
$ 31.99
$ 22.40
Python: Advanced Predictive Analytics Book Cover
Python: Advanced Predictive Analytics
$ 79.99
$ 56.00
Security with Go Book Cover
Security with Go
$ 31.99
$ 22.40
Modern Scala Projects Book Cover
Modern Scala Projects
$ 39.99
$ 28.00