{"product_id":"building-machine-learning-powered-applications-going-from-idea-to-product-9781492045113","title":"Building Machine Learning Powered Applications: Going from Idea to Product","description":"\u003cp\u003eLearn the skills necessary to design  build  and deploy applications powered by machine learning (ML). Through the course of this hands-on book  youll build an example ML-driven application from initial idea to deployed product. Data scientists  software engineers  and product managersincluding experienced practitioners and novices alikewill learn the tools  best practices  and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen  an experienced data scientist who led an AI education program  demonstrates practical ML concepts using code snippets  illustrations  screenshots  and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":45651741900853,"sku":"ByrdShop_149204511X","price":46.86,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781492045113.jpg?v=1781838999","url":"https:\/\/atxbooks.com\/products\/building-machine-learning-powered-applications-going-from-idea-to-product-9781492045113","provider":"ATX Books","version":"1.0","type":"link"}