{"product_id":"mastering-predictive-modelling-build-evaluate-and-deploy-models-that-drive-smarter-decisions-9798270771638","title":"Mastering Predictive Modelling: Build, Evaluate, and Deploy Models That Drive Smarter Decisions","description":"\u003cp\u003e • Author(s): Cornelius Lauren Hill\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnlock the power of data\u003c\/b\u003e and learn how to build predictive models that make a real impact. \u003ci\u003eMastering Predictive Modeling\u003c\/i\u003e takes you from the fundamentals of data collection and preprocessing to advanced techniques like transfer learning, AutoML, and reinforcement learning. This book guides you through algorithm selection, feature engineering, model training, evaluation, and deployment with practical examples and hands-on exercises.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eEthical considerations and bias mitigation\u003c\/b\u003e are woven throughout, ensuring your models are not only accurate but also responsible. You will explore applications across \u003ci\u003ehealthcare, finance, marketing, \u003c\/i\u003e and \u003ci\u003emanufacturing\u003c\/i\u003e while learning to use essential tools like \u003cb\u003eScikit-Learn\u003c\/b\u003e, \u003cb\u003eTensorFlow\u003c\/b\u003e, and \u003cb\u003ecloud-based platforms\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eBy the end, you will have the knowledge and confidence to create \u003cb\u003erobust, explainable, and actionable predictive models\u003c\/b\u003e that drive smarter decisions.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eWhether you are a student, analyst, engineer, or professional looking to harness the power of data, this book equips you with the skills and insight to turn information into meaningful results and achieve real-world impact.\u003c\/i\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47967954927767,"sku":"9798270771638","price":1345.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798270771638.webp?v=1782916243","url":"https:\/\/atlanticbooks.com\/products\/mastering-predictive-modelling-build-evaluate-and-deploy-models-that-drive-smarter-decisions-9798270771638","provider":"Atlantic Books","version":"1.0","type":"link"}