{"product_id":"building-machine-learning-powered-applications-by-emmanuel-ameisen","title":"Building Machine Learning Powered Applications by Emmanuel Ameisen","description":"\u003cp\u003e\u003cspan\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\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eAuthor 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\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis book will help you:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDefine your product goal and set up a machine learning problem\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eBuild your first end-to-end pipeline quickly and acquire an initial dataset\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eTrain and evaluate your ML models and address performance bottlenecks\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDeploy and monitor your models in a production environment\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55359558385955,"sku":null,"price":290.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55359558418723,"sku":null,"price":420.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55359558451491,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_2c327514-4c39-496b-997e-1b381ba13fa6.jpg?v=1784660982","url":"https:\/\/www.bookloversbd.shop\/products\/building-machine-learning-powered-applications-by-emmanuel-ameisen","provider":"Book Lovers BD","version":"1.0","type":"link"}