{"product_id":"probabilistic-modelling-for-advanced-data-analysis-book-amit-kumar-tyagi-9780443452109","title":"Probabilistic Modelling for Advanced Data Analysis","description":"Probabilistic Modelling for Advanced Data Analysis provides a practical and rigorous guide for data practitioners to effectively implement probabilistic models in real-world scenarios. The book strikes a balance between high-level intuition and technical derivations, offering step-by-step explanations, real-world case studies, and Python implementation examples. The authors offer specific solutions that include modeling and quantifying uncertainty in data-driven decision-making, applying Bayesian inference to real-world problems and implementing scalable probabilistic models for large-scale datasets, all of which contribute to explainable and trustworthy AI.\n\nThis book presents readers with theoretical foundations and practical applications of probabilistic modeling, providing a structured approach for researchers, data scientists, and industry professionals. It meets the increasing demand for uncertainty-aware AI models, Bayesian inference, and probabilistic graphical models across various fields of research.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":54726959005969,"sku":null,"price":0.0,"currency_code":"USD","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":54726959497489,"sku":"NGR9780443452109","price":178.19,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.worldofbooks.com\/products\/probabilistic-modelling-for-advanced-data-analysis-book-amit-kumar-tyagi-9780443452109","provider":"World of Books ","version":"1.0","type":"link"}