Practical Java Machine Learning

Projects with Google Cloud Platform and Amazon Web Services



Bookstore > Books > Practical Java Machine Learning

Price$28.17 - $45.27
Rating
AuthorMark Wickham
PublisherApress
Published2018
Pages392
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484239504
ISBN-139781484239506
EBook Hardcover Paperback

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 throughout all phases of the project life cycle. Practical Java Machine Learning helps you understand the importance of data and how to organize it for use within your ML project. You will be introduced to tools which can help you identify and manage your data including JSON, visualization, NoSQL databases, and cloud platforms including Google Cloud Platform and Amazon Web Services.

Practical Java Machine Learning includes multiple projects, with particular focus on the Android mobile platform and features such as sensors, camera, and connectivity, each of which produce data that can power unique machine learning solutions. You will learn to build a variety of applications that demonstrate the capabilities of the Google Cloud Platform machine learning API, including data visualization for Java; document classification using the Weka ML environment; audio file classification for Android using ML with spectrogram voice data; and machine learning using device sensor data.

After reading this book, you will come away with case study examples and projects that you can take away as templates for re-use and exploration for your own machine learning programming projects with Java.

Identify, organize, and architect the data required for ML projects; Deploy ML solutions in conjunction with cloud providers such as Google and Amazon; Determine which algorithm is the most appropriate for a specific ML problem; Implement Java ML solutions on Android mobile devices; Create Java ML solutions to work with sensor data; Build Java streaming based solutions.


  1. (2 books)



Similar Books


Machine Learning in Java, 2nd Edition

Machine Learning in Java, 2nd Edition

by AshishSingh Bhatia, Bostjan Kaluza

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 recognit...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Hands-on Machine Learning with JavaScript

Hands-on Machine Learning with JavaScript

by Burak Kanber

In over 20 years of existence, JavaScript has been pushing beyond the boundaries of web evolution with proven existence on servers, embedded devices, Smart TVs, IoT, Smart Cars, and more. Today, with the added advantage of machine learning research and support for JS libraries, JavaScript makes your browsers smarter than ever with the abi...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2018

Building Machine Learning Systems with Python, 2nd Edition

Building Machine Learning Systems with Python, 2nd Edition

by Luis Pedro Coelho, Willi Richert

Using machine learning to gain deeper insights from data is a key skill required by modern application developers and analysts alike. Python is a wonderful language to develop machine learning applications. As a dynamic language, it allows for fast exploration and experimentation. With its excellent collection of open source machine learn...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2015

Machine Learning with R, 2nd Edition

Machine Learning with R, 2nd Edition

by Brett Lantz

Updated and upgraded to the latest libraries and most modern thinking, Machine Learning with R, Second Edition provides you with a rigorous introduction to this essential skill of professional data science. Without shying away from technical theory, it is written to provide focused and practical knowledge to get you building algorithms an...

Price:  $24.95  |  Publisher:  Packt Publishing  |  Release:  2015

Machine Learning Solutions

Machine Learning Solutions

by Jalaj Thanaki

Machine learning (ML) helps you find hidden insights from your data without the need for explicit programming. This book is your key to solving any kind of ML problem you might come across in your job.You'll encounter a set of simple to complex problems while building ML models, and you'll not only resolve these problems, but you'll also ...

Price:  $31.99  |  Publisher:  Packt Publishing  |  Release:  2018

Building Machine Learning Systems with Python, 3rd Edition

Building Machine Learning Systems with Python, 3rd Edition

by Luis Pedro Coelho, Willi Richert, Matthieu Brucher

Machine learning allows systems to learn things without being explicitly programmed to do so. Python is one of the most popular languages used to develop machine learning applications, which take advantage of its extensive library support. This third edition of Building Machine Learning Systems with Python addresses recent developments in...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Hands-On Automated Machine Learning

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak

AutoML is designed to automate parts of Machine Learning. Readily available AutoML tools are making data science practitioners' work easy and are received well in the advanced analytics community. Automated Machine Learning covers the necessary foundation needed to create automated machine learning modules and helps you get up to speed wi...

Price:  $31.99  |  Publisher:  Packt Publishing  |  Release:  2018

Machine Learning with Core ML

Machine Learning with Core ML

by Joshua Newnham

Core ML is a popular framework by Apple, with APIs designed to support various machine learning tasks. It allows you to train your machine learning models and then integrate them into your iOS apps.Machine Learning with Core ML is a fun and practical guide that not only demystifies Core ML but also sheds light on machine learning. In this...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018