{"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\u003e • Author(s): Emmanuel Ameisen\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Artificial Intelligence - Computer Vision \u0026amp; Pattern Recognit\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eLearn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you'll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers--including experienced practitioners and novices alike--will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cp\u003e This book will help you: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDefine your product goal and set up a machine learning problem \u003c\/li\u003e\n\u003cli\u003eBuild your first end-to-end pipeline quickly and acquire an initial dataset \u003c\/li\u003e\n\u003cli\u003eTrain and evaluate your ML models and address performance bottlenecks \u003c\/li\u003e\n\u003cli\u003eDeploy and monitor your models in a production environment \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45036176965783,"sku":"9781492045113","price":4532.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492045113.webp?v=1767897399","url":"https:\/\/atlanticbooks.com\/products\/building-machine-learning-powered-applications-going-from-idea-to-product-9781492045113","provider":"Atlantic Books","version":"1.0","type":"link"}