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Machine Learning with Scala Quick Start Guide

You're reading from   Machine Learning with Scala Quick Start Guide Leverage popular machine learning algorithms and techniques and implement them in Scala

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781789345070
Length 220 pages
Edition 1st Edition
Languages
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Authors (2):
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Md. Rezaul Karim Md. Rezaul Karim
Author Profile Icon Md. Rezaul Karim
Md. Rezaul Karim
Ajay Kumar N Ajay Kumar N
Author Profile Icon Ajay Kumar N
Ajay Kumar N
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Table of Contents (9) Chapters Close

Preface 1. Introduction to Machine Learning with Scala FREE CHAPTER 2. Scala for Regression Analysis 3. Scala for Learning Classification 4. Scala for Tree-Based Ensemble Techniques 5. Scala for Dimensionality Reduction and Clustering 6. Scala for Recommender System 7. Introduction to Deep Learning with Scala 8. Other Books You May Enjoy

Overview of recommendation systems

A recommender system is an information filtering approach, which predicts the rating given by a user to an item. Then the item for which the predicted rating is high will be recommended to the user. Recommender systems are now being used more or less everywhere for recommending movies, music, news, books, research articles, products, videos, books, news, Facebook friends, restaurants, routes, search queries, social tags, products, collaborators, jokes, restaurants, garments, financial services, Twitter pages, Android/iOS apps, hotels, life insurance, and even partners, in online dating sites.

Types of recommender systems

There are a couple of ways to develop recommendation engines that typically...

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