{"product_id":"practical-java-machine-learning-projects-with-google-cloud-platform-and-amazon-web-services-9781484239506","title":"Practical Java Machine Learning: Projects with Google Cloud Platform and Amazon Web Services","description":"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. \u003ci\u003ePractical Java Machine Learning\u003c\/i\u003e 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.\u003cbr\u003e\u003ci\u003ePractical Java Machine Learning\u003c\/i\u003e 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 visualizationfor 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.\u003cbr\u003eAfter 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.\u003cbr\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eIdentify, organize, and architect the data required for ML projects\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDeploy ML solutions in conjunction with cloud providers such as Google and Amazon\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDetermine which algorithm is the most appropriate for a specific ML problem\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement Java ML solutions on Android mobile devices\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eCreate Java ML solutions to work with sensor data\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eBuild Java streaming based solutions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eExperienced Java developers who have not implemented machine learning techniques before.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/24\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484239506\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 392\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.59lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.85d","brand":"Mark Wickham","offers":[{"title":"Default Title","offer_id":52146988417205,"sku":"9781484239506","price":42.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_a2427871-2b4f-4336-9ae3-af02cda82984.jpg?v=1767678344","url":"https:\/\/pastforward.org\/products\/practical-java-machine-learning-projects-with-google-cloud-platform-and-amazon-web-services-9781484239506","provider":"Past Forward","version":"1.0","type":"link"}