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 Free Download Recommender Systems: Frontiers and Practices English | 2024 | ISBN: 9819989639 | 475 Pages | PDF EPUB (True) | 21 MB This book starts from the classic recommendation algorithms, introduces readers to the basic principles and main concepts of the traditional algorithms, and analyzes their advantages and limitations. Then, it addresses the fundamentals of deep learning, focusing on the deep-learning-based technology used, and analyzes problems arising in the theory and practice of recommender systems, helping readers gain a deeper understanding of the cutting-edge technology used in these systems. Lastly, it shares practical experience with Microsoft 's open source project Microsoft Recommenders. Readers can learn the design principles of recommendation algorithms using the source code provided in this book, allowing them to quickly build accurate and efficient recommender systems from scratch.  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Hennessy gewähren die gewohnten Einblicke in das Zusammenwirken von Hard- und Software, Leistungseinschätzungen und zahlreicher Rechnerkonzepte in einer Tiefe, die zusammen mit klarer Didaktik und einer eher lockeren Sprache den Erfolg dieses weltweit anerkannten Standardwerks begründen. Patterson und Hennessy achten darauf, nicht nur auf das "Wie" der dargestellten Konzepte, sondern auch auf ihr "Warum" einzugehen und zeigen damit Gründe für Veränderungen und neue Entwicklungen auf. Jedes der Kapitel steht für einen deutlich umrissenen Teilbereich der Rechnerorganisation und ist jeweils gleich aufgebaut: Eine Einleitung, gefolgt von immer tiefgreifenderen Grundkonzepten mit steigernder Komplexität. Darauf eine aktuelle Fallstudie, "Fallstricke und Fehlschlüsse", Zusammenfassung und Schlussbetrachtung, historische Perspektiven und Literaturhinweise sowie Aufgaben. 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Mit über 120 Aufgaben incl. Lösungen eignet sich das Buch hervorragend für das Selbststudium oder zur Vor- und Nachbereitung einer Vorlesung.  Free Download J.N. Govil, Manohar Pathak, "Recent Progress In Medicinal Plants, Volune 40: Flavonoids And Antioxidants" English | 2016 | ISBN: 1626990778 | EPUB | pages: 853 | 7.6 mb Flavonoids are natural anti-oxidants derived from plants with the ability to sequester free radicals. Antioxidants are molecule that inhibit oxidation and harmful activities of free radicals. Natural oxidants are phytochemicals in the form of secondary metabolites that acts as reducing agents, hydrogen donators and single oxygen quenches. Thus, flavonoids may play a significant role in the decreased risk of chronic disease associated with a diet rich in plant-derived foods. Flavonoids are also common constituents of plants in traditional medicine to treat a wide range of diseases. 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Subramanian, Heechang Lim English | EPUB (True) | 2023 | 525 Pages | ISBN : 9811985162 | 111.4 MB  Free Download Recent Advances in Earthquake Engineering: Select Proceedings of VCDRR 2021 by Sreevalsa Kolathayar English | EPUB | 2022 | 528 Pages | ISBN : 9811646163 | 132.5 MB  Free Download Recent Advances in Computational Optimization English | 2024 | ISBN: 3031573196 | 323 Pages | PDF (True) | 25 MB The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2022. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real world and industrial problems arising in engineering, economics, medicine, and other domains can be formulated as optimization tasks. This book presents recent advances in computational optimization. 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Free Download Recent Advances in Civil Engineering for Sustainable Communities: Select Proceeding of IACESD 2023 English | 2024 | ISBN: 981970071X | 530 Pages | PDF (True) | 19 MB This book presents select proceedings of the International Conference on Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD 2023). The topics covered include geographic information systems (GIS) and building information modeling (BIM), integration of numerical methods for fluid flow modeling, and the revolutionary potential of 3D printing within the construction industry. This book serves as a resource material for researchers and industry professionals interested in developing solutions for sustainable and resilient infrastructure that aims for communities with Net Zero Targets. |
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