Machine Learning In Java


Machine Learning In Java
Author: AshishSingh Bhatia
Publisher: Packt Publishing Ltd
ISBN: 1788473892
Size: 17.81 MB
Format: PDF, Docs
View: 1250
Get Books

Machine Learning In Java

Machine Learning In Java by AshishSingh Bhatia, Machine Learning In Java Books available in PDF, EPUB, Mobi Format. Download Machine Learning In Java books, Leverage the power of Java and its associated machine learning libraries to build powerful predictive models Key Features Solve predictive modeling problems using the most popular machine learning Java libraries Explore data processing, machine learning, and NLP concepts using JavaML, WEKA, MALLET libraries Practical examples, tips, and tricks to help you understand applied machine learning in Java Book Description As the amount of data in the world 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. 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. The code in this book works for JDK 8 and above, the code is tested on JDK 11. 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 have explored 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. What you will learn Discover key Java machine learning libraries Implement concepts such as classification, regression, and clustering Develop a customer retention strategy 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 and algorithms Write your own activity recognition model for eHealth applications Who this book is for If 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 with ease. You should be familiar with Java programming and some basic data mining concepts to make the most of this book, but no prior experience with machine learning is required.


Machine Learning in Java
Language: un
Pages: 258
Authors: Bostjan Kaluza
Categories: Computers
Type: BOOK - Published: 2016-04-29 - Publisher: Packt Publishing Ltd
Design, build, and deploy your own machine learning applications by leveraging key Java machine learning libraries About 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
Machine Learning in Java
Language: un
Pages: 300
Authors: AshishSingh Bhatia, Bostjan Kaluza
Categories: Computers
Type: BOOK - Published: 2018-11-28 - Publisher: Packt Publishing Ltd
Leverage the power of Java and its associated machine learning libraries to build powerful predictive models Key Features Solve predictive modeling problems using the most popular machine learning Java libraries Explore data processing, machine learning, and NLP concepts using JavaML, WEKA, MALLET libraries Practical examples, tips, and tricks to help
Mastering Java Machine Learning
Language: un
Pages: 462
Authors: Uday Kamath, Krishna Choppella
Categories: Computers
Type: BOOK - Published: 2017-04-28 - Publisher:
A must-have guide to mastering and implementing the complexities of Machine Learning in JavaAbout This Book* Master the tools, frameworks and Machine Learning techniques in Java* Build efficient predictive models and solutions to tackle real-world problems* Your one-stop guide to truly master Machine Learning using Java - the go-to language
Java Deep Learning Projects
Language: un
Pages: 436
Authors: Md. Rezaul Karim
Categories: Computers
Type: BOOK - Published: 2018-06-29 - Publisher: Packt Publishing Ltd
Build and deploy powerful neural network models using the latest Java deep learning libraries Key Features Understand DL with Java by implementing real-world projects Master implementations of various ANN models and build your own DL systems Develop applications using NLP, image classification, RL, and GPU processing Book Description Java is
Hands-On Java Deep Learning for Computer Vision
Language: un
Pages: 260
Authors: Klevis Ramo
Categories: Computers
Type: BOOK - Published: 2019-02-21 - Publisher: Packt Publishing Ltd
Leverage the power of Java and deep learning to build production-grade Computer Vision applications Key Features Build real-world Computer Vision applications using the power of neural networks Implement image classification, object detection, and face recognition Know best practices on effectively building and deploying deep learning models in Java Book Description
Deep Learning: Practical Neural Networks with Java
Language: un
Pages: 744
Authors: Yusuke Sugomori, Bostjan Kaluza, Fábio M. Soares, Alan M. F. Souza
Categories: Computers
Type: BOOK - Published: 2017-06-08 - Publisher:
Build and run intelligent 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
Deep Learning: Practical Neural Networks with Java
Language: un
Pages: 744
Authors: Yusuke Sugomori, Bostjan Kaluza, Fabio M. Soares, Alan M. F. Souza
Categories: Computers
Type: BOOK - Published: 2017-06-08 - Publisher: Packt Publishing Ltd
Build and run intelligent applications by leveraging key Java machine learning libraries About 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
Machine Learning: End-to-End guide for Java developers
Language: un
Pages: 1159
Authors: Richard M. Reese, Jennifer L. Reese, Bostjan Kaluza, Dr. Uday Kamath, Krishna Choppella
Categories: Computers
Type: BOOK - Published: 2017-10-05 - Publisher: Packt Publishing Ltd
Develop, Implement and Tuneup your Machine Learning applications using the power of Java programming About This Book Detailed coverage on key machine learning topics with an emphasis on both theoretical and practical aspects Address predictive modeling problems using the most popular machine learning Java libraries A comprehensive course covering a
Hands-On Artificial Intelligence with Java for Beginners
Language: un
Pages: 144
Authors: Nisheeth Joshi
Categories: Computers
Type: BOOK - Published: 2018-08-31 - Publisher: Packt Publishing Ltd
Build, train, and deploy intelligent applications using Java libraries Key Features Leverage the power of Java libraries to build smart applications Build and train deep learning models for implementing artificial intelligence Learn various algorithms to automate complex tasks Book Description Artificial intelligence (AI) is increasingly in demand as well as
Machine Learning in Java - Second Edition
Language: un
Pages: 300
Authors: AshishSingh Bhatia, Bostjan Kaluza
Categories: Computers
Type: BOOK - Published: 2018 - Publisher:
Leverage the power of Java and its associated machine learning libraries to build powerful predictive models Key Features Solve predictive modeling problems using the most popular machine learning Java libraries Explore data processing, machine learning, and NLP concepts using JavaML, WEKA, MALLET libraries Practical examples, tips, and tricks to help