{"product_id":"practical-guide-to-applied-conformal-prediction-in-python-learn-and-apply-the-best-uncertainty-frameworks-to-your-industry-applications-paperback","title":"Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications - Paperback","description":"\u003cp\u003eby \u003cb\u003eValery Manokhin\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTake your machine learning skills to the next level by mastering the best framework for uncertainty quantification - Conformal Prediction\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMaster Conformal Prediction, a fast-growing ML framework, with Python applications.\u003c\/li\u003e\n\u003cli\u003eExplore cutting-edge methods to measure and manage uncertainty in industry applications.\u003c\/li\u003e\n\u003cli\u003eThe book will explain how Conformal Prediction differs from traditional machine learning.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIn the rapidly evolving landscape of machine learning, the ability to accurately quantify uncertainty is pivotal. \"Practical Guide to Applied Conformal Prediction in Python\" addresses this need by offering an in-depth exploration of Conformal Prediction, a cutting-edge framework set to revolutionize uncertainty management in various ML applications.\u003c\/p\u003e\u003cp\u003eEmbark on a comprehensive journey through Conformal Prediction, exploring its fundamentals and practical applications in binary classification, regression, time series forecasting, imbalanced data, computer vision, and NLP. Each chapter delves into specific aspects, offering hands-on insights and best practices for enhancing prediction reliability. The book concludes with a focus on multi-class classification nuances, providing expert-level proficiency to seamlessly integrate Conformal Prediction into diverse industries. Practical examples in Python using real-world datasets reinforce intuitive explanations, ensuring you acquire a robust understanding of this modern framework for uncertainty quantification.\u003c\/p\u003e\u003cp\u003eThis guide is a beacon for mastering Conformal Prediction in Python, providing a blend of theory and practical application. It serves as a comprehensive toolkit to enhance machine learning skills, catering to professionals from data scientists to ML engineers.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThe fundamental concepts and principles of conformal prediction\u003c\/li\u003e\n\u003cli\u003eLearn how conformal prediction differs from traditional ML methods\u003c\/li\u003e\n\u003cli\u003eApply real-world examples to your own industry applications\u003c\/li\u003e\n\u003cli\u003eExplore advanced topics - imbalanced data and multi-class CP\u003c\/li\u003e\n\u003cli\u003eDive into the details of the conformal prediction framework\u003c\/li\u003e\n\u003cli\u003eBoost your career as a data scientist, ML engineer, or researcher\u003c\/li\u003e\n\u003cli\u003eLearn to apply conformal prediction to forecasting and NLP\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIdeal for readers with a basic understanding of machine learning concepts and Python programming, this book caters to data scientists, ML engineers, academics, and anyone keen on advancing their skills in uncertainty quantification in ML.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 240\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.51 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 20, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47405395050674,"sku":"9781805122760","price":71.98,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/d0a166b2060faa80e5b4638aeb81ac27.webp?v=1778184329","url":"https:\/\/box.dadyminds.org\/products\/practical-guide-to-applied-conformal-prediction-in-python-learn-and-apply-the-best-uncertainty-frameworks-to-your-industry-applications-paperback","provider":"DADYMINDS BOX","version":"1.0","type":"link"}