Scala Machine Learning Projects

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.
Preview in Mapt
Code Files

Scala Machine Learning Projects

Md. Rezaul Karim

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

Quick links: > What will you learn?

This title is available to pre-order now and is expected to be published in
Mapt Subscription
FREE
$29.99/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 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
$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


Scala Machine Learning Projects Book Cover
Scala Machine Learning Projects
$ 39.99
$ 28.00
Getting Started with Machine Learning for Developers [Video] Book Cover
Getting Started with Machine Learning for Developers [Video]
$ 124.99
$ 106.25
Buy 2 for $35.00
Save $129.98
Add to Cart

Book Details

ISBN 139781788479042
Paperback526 pages

Book Description

Machine learning has made huge impacts on academia and industry by turning data into actionable intelligence. Scala, on the other hand, has been observing a steady rise in adoption over the past few years, especially in the field of data science and analytics. This book is comprehended for data scientists, data engineers and deep learning enthusiasts who have a good background with complex numerical computing and want to know more hands-on machine learning application development.

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

At the end, you will be able to dominate numerical computing, deep learning, 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

What You Will Learn

  • Advanced Regression Techniques for Analyzing Insurance Severity Claim
  • Tree Ensembles for Analyzing and Predicting Telecommunication Churn
  • High-Frequency Bitcoin Price Prediction from Historical and Live Data
  • Using K-means and MLP for Population Scale Clustering and Ethnicity Prediction
  • Topic Modelling for Better Insights from Large-Scale Texts in NLP
  • Developing Movie Recommenders using Collaborative Filtering Approach
  • Deep Reinforcement Learning App using Markov Decision Processes
  • Clients Subscription Assessment using Telemarketing and Neural Networks
  • Fraud Analytics using Autoencoders and Anomaly Detection
  • Applying LSTM for Human Activity Recognition
  • Developing an Image Classifier using CNN on Real Image Datasets.

Authors

Table of Contents

Book Details

ISBN 139781788479042
Paperback526 pages
Read More

Read More Reviews

Recommended for You

Getting Started with Machine Learning for Developers [Video] Book Cover
Getting Started with Machine Learning for Developers [Video]
$ 124.99
$ 106.25
Machine Learning with C++ [Video] Book Cover
Machine Learning with C++ [Video]
$ 124.99
$ 106.25
Learn to Create WordPress Themes by Building 5 Projects Book Cover
Learn to Create WordPress Themes by Building 5 Projects
$ 27.99
$ 19.60
Scala for Machine Learning - Second Edition Book Cover
Scala for Machine Learning - Second Edition
$ 47.99
$ 33.60
Advanced Statistics for Machine Learning [Video] Book Cover
Advanced Statistics for Machine Learning [Video]
$ 124.99
$ 106.25
Ensemble Machine Learning Book Cover
Ensemble Machine Learning
$ 39.99
$ 28.00