{"product_id":"docker-on-windows-second-elton-stoneman-9781789617375","title":"Docker on Windows - Second Edition: From 101 to production with Docker on Windows, 2nd Edition","description":"\u003cp\u003e\u003cstrong\u003eUnleash Google's Cloud Platform to build, train and optimize machine learning models\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eGet well versed in GCP pre-existing services to build your own smart models\u003c\/li\u003e \u003cli\u003eA comprehensive guide covering aspects from data processing, analyzing to building and training ML models\u003c\/li\u003e \u003cli\u003eA practical approach to produce your trained ML models and port them to your mobile for easy access\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eGoogle Cloud Machine Learning Engine combines the services of Google Cloud Platform with the power and flexibility of TensorFlow. With this book, you will not only learn to build and train different complexities of machine learning models at scale but also host them in the cloud to make predictions.\u003c\/p\u003e \u003cp\u003eThis book is focused on making the most of the Google Machine Learning Platform for large datasets and complex problems. You will learn from scratch how to create powerful machine learning based applications for a wide variety of problems by leveraging different data services from the Google Cloud Platform. Applications include NLP, Speech to text, Reinforcement learning, Time series, recommender systems, image classification, video content inference and many other. We will implement a wide variety of deep learning use cases and also make extensive use of data related services comprising the Google Cloud Platform ecosystem such as Firebase, Storage APIs, Datalab and so forth. This will enable you to integrate Machine Learning and data processing features into your web and mobile applications.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you will know the main difficulties that you may encounter and get appropriate strategies to overcome these difficulties and build efficient systems.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUse Google Cloud Platform to build data-based applications for dashboards, web, and mobile\u003c\/li\u003e \u003cli\u003eCreate, train and optimize deep learning models for various data science problems on big data\u003c\/li\u003e \u003cli\u003eLearn how to leverage BigQuery to explore big datasets\u003c\/li\u003e \u003cli\u003eUse Google's pre-trained TensorFlow models for NLP, image, video and much more\u003c\/li\u003e \u003cli\u003eCreate models and architectures for Time series, Reinforcement Learning, and generative models\u003c\/li\u003e \u003cli\u003eCreate, evaluate, and optimize TensorFlow and Keras models for a wide range of applications\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis book is for data scientists, machine learning developers and AI developers who want to learn Google Cloud Platform services to build machine learning applications. Since the interaction with the Google ML platform is mostly done via the command line, the reader is supposed to have some familiarity with the bash shell and Python scripting. Some understanding of machine learning and data science concepts will be handy\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Elton Stoneman\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1789617375\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781789617375\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/28\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 428\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.61lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.87d","brand":"Elton Stoneman","offers":[{"title":"Paperback","offer_id":48088823103743,"sku":"9781789617375","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_30e7dd88-1e4c-449b-8a9f-7ad406102bb5.jpg?v=1769106754","url":"https:\/\/www.whiterainbookhouse.com\/products\/docker-on-windows-second-elton-stoneman-9781789617375","provider":"WR Book House","version":"1.0","type":"link"}