{"product_id":"data-modeling-von-elmar-rueckert","title":"Data Modeling","description":"\n                                \n                \u003cp\u003eThis book presents the fundamental theories, concepts, and methods of data modeling, bridging physical processes with machine learning predictions. It covers topics such as data collection, storage, analysis, and practical applications of machine learning.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThe textbook is designed for first-semester undergraduate students. The material introduces essential concepts in a clear and approachable way, offering a foundation in data-driven decision-making and predictive modeling.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eThe content is aligned with the lectures of Prof. Dr. Elmar Rueckert and will be expanded further during the lecture series, making it a comprehensive guide to understanding the world of data and its applications.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eStructure of the Book: The chapters cover:\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Fundamentals of Data Modeling\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Processes and Data Granularity\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Sensors and Data\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Information Theory\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Data Analysis\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Machine Learning: Data Organization\u003c\/p\u003e\n                                \n                \n                \u003cp\u003e• Machine Learning: Selected Applications\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eTo support hands-on learning, the book also includes interactive Jupyter Notebooks that illustrate key concepts through practical exercises.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789819575916\"\u003e\u003ch3\u003eFrom Physical Processes to Machine Learning\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9789819575916","offer_id":58986035052869,"sku":"9789819575916","price":42.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/73461_39d6b544-64c2-43c4-8f9e-8c1299ac896b.jpg?v=1787633873","url":"https:\/\/shop.autorenwelt.de\/products\/data-modeling-von-elmar-rueckert","provider":"Autorenwelt Shop","version":"1.0","type":"link"}