Machine Learning in Java

Machine Learning in Java
Author :
Publisher :
Total Pages : 258
Release :
ISBN-10 : 1784396583
ISBN-13 : 9781784396589
Rating : 4/5 (83 Downloads)

Book Synopsis Machine Learning in Java by : Bostjan Kaluza

Download or read book Machine Learning in Java written by Bostjan Kaluza and published by . This book was released on 2016-04-29 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design, build, and deploy your own machine learning applications by leveraging key Java machine learning librariesAbout This Book- Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries- Explore a broad variety of data processing, machine learning, and natural language processing through diagrams, source code, and real-world applications- Packed with practical advice and tips to help you get to grips with applied machine learningWho This Book Is ForIf you want to learn how to use Java's machine learning libraries to gain insight from your data, this book is for you. It will get you up and running quickly and provide you with the skills you need to successfully create, customize, and deploy machine learning applications in real life. You should be familiar with Java programming and data mining concepts to make the most of this book, but no prior experience with data mining packages is necessary.What You Will Learn- Understand the basic steps of applied machine learning and how to differentiate among various machine learning approaches- Discover key Java machine learning libraries, what each library brings to the table, and what kind of problems each are able to solve- Learn how to implement classification, regression, and clustering- Develop a sustainable strategy for customer retention by predicting likely churn candidates- Build a scalable recommendation engine with Apache Mahout- Apply machine learning to fraud, anomaly, and outlier detection- Experiment with deep learning concepts, algorithms, and the toolbox for deep learning- Write your own activity recognition model for eHealth applications using mobile sensorsIn DetailAs the amount of data continues to grow at an almost incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, spam detection, document search, and trading strategies, to speech recognition. This makes machine learning well-suited to the present-day era of Big Data and Data Science. The main challenge is how to transform data into actionable knowledge.Machine Learning in Java will provide you with the techniques and tools you need to quickly gain insight from complex data. You will start by learning how to apply machine learning methods to a variety of common tasks including classification, prediction, forecasting, market basket analysis, and clustering.Moving on, you will discover how to detect anomalies and fraud, and ways to perform activity recognition, image recognition, and text analysis. By the end of the book, you will explore related web resources and technologies that will help you take your learning to the next level.By applying the most effective machine learning methods to real-world problems, you will gain hands-on experience that will transform the way you think about data.Style and approachThis is a practical tutorial that uses hands-on examples to step through some real-world applications of machine learning. Without shying away from the technical details, you will explore machine learning with Java libraries using clear and practical examples. You will explore how to prepare data for analysis, choose a machine learning method, and measure the success of the process.


Machine Learning in Java Related Books

Machine Learning in Java
Language: en
Pages: 290
Authors: AshishSingh Bhatia
Categories: Mathematics
Type: BOOK - Published: 2018-11-28 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Leverage the power of Java and its associated machine learning libraries to build powerful predictive models Key FeaturesSolve predictive modeling problems usin
Machine Learning in Java
Language: en
Pages: 258
Authors: Bostjan Kaluza
Categories:
Type: BOOK - Published: 2016-04-29 - Publisher:

DOWNLOAD EBOOK

Design, build, and deploy your own machine learning applications by leveraging key Java machine learning librariesAbout This Book- Develop a sound strategy to s
Java Deep Learning Projects
Language: en
Pages: 428
Authors: Md. Rezaul Karim
Categories: Computers
Type: BOOK - Published: 2018-06-29 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Build and deploy powerful neural network models using the latest Java deep learning libraries Key Features Understand DL with Java by implementing real-world pr
Practical Java Machine Learning
Language: en
Pages:
Authors: Mark Wickham
Categories: Java (Computer program language)
Type: BOOK - Published: 2018 - Publisher:

DOWNLOAD EBOOK

Build machine learning (ML) solutions for Java development. This book shows you that when designing ML apps, data is the key driver and must be considered throu
Hands-On Artificial Intelligence with Java for Beginners
Language: en
Pages: 140
Authors: Nisheeth Joshi
Categories: Computers
Type: BOOK - Published: 2018-08-31 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Build, train, and deploy intelligent applications using Java libraries Key Features Leverage the power of Java libraries to build smart applications Build and t