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A Hands-On Introduction to Machine Learning
Packed with real-world examples, industry insights and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science. All the necessary topics are covered, including supervised and …
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- 9781009122092
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Music and Democracy Participatory Approaches
Music and Democracy explores music as a resource for societal transformation processes. This book provides recent insights into how individuals and groups used and still use music to achieve social, cultural, and political participation and bring about social change. The contributors present outstanding perspectives on the topic: From the promise and myth of democratization through music techno…
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- 9783839456576
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Transformation Literacy Pathways to Regenerative Civilizations
This open access book brings science and practice together and inspires a global movement towards co-creating regenerative civilizations that work for 100% of humanity and the Earth as a whole. With its conceptual foundation of the concept of transformation literacy it enhances the knowledge and capacity of decision-makers, change agents and institutional actors to steward transformations effec…
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- 9783030932541
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Conceptual design : interpretations, mindset and models
Maximising reader insights into the theory, models, methods and fundamental reasoning of design, this book addresses design activities in industrial settings, as well as the actors involved. This approach offers readers a new understanding of design activities and related functions, properties and dispositions. Presenting a 'design mindset' that seeks to empower students, researchers, and pract…
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- 1
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- 9783319198392
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- xviii, 394 pages
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- 620
Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sust…
This book constitutes the refereed proceedings of the workshops which complemented the 13th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2015, held in Salamanca, Spain, in June 2015. The 36 revised full papers presented were carefully reviewed and selected from 91 submissions. This volume presents the papers that have been accepted for the followin…
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- 978-3-319-19032-7
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- XVIII, 422
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- 004
Gender, Race, and Politics in the Midwest
During the thirty year period from 1890 to 1920, the African American club women in Illinois helped establish the largest national network of black club women in the country, The National Association of Colored Women, created hundreds of female associations, organized the only federation of its kind in the state, The Illinois Federation of Colored Women, and cast ballots for the first black ele…
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- 9780253069030
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Engineering Education 4.0 Excellent Teaching and Learning in Engineering Sci…
This book presents a collection of results from the interdisciplinary research project “ELLI” published by researchers at RWTH Aachen University, the TU Dortmund and Ruhr-Universität Bochum between 2011 and 2016. All contributions showcase essential research results, concepts and innovative teaching methods to improve engineering education. Further, they focus on a variety of areas, includ…
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- 1
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- 978-3-319-46916-4
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- 83 b/w illustrations, 245 illustrations in colour
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A Hands-On Introduction to Data Science
This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented wi…
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- 9781108560412
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A Handbook to the Palace of Minos at Knossos With its Dependencies
Sir Arthur Evans's excavation at the Cretan site of Knossos from 1900 onwards uncovered a previously unknown civilization. His enthusiastic (though controversial) reconstructions of the site and its fresco decorations made it an attractive destination for travellers and tourists, and Evans thought a simple guidebook for visitors would be desirable alongside his own multi-volume work, The Palace…
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- 9781107448940
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- Cambridge Library Collection - Archaeology
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A Handbook to the Geology of Cambridgeshire For the Use of Students
Beneath Cambridgeshire's towns, villages, farmland, hills, fens and waterways lie the rocks that display a variety of geological landscapes. Basement rocks are buried under sandy deposits from ancient tropical seas. The rising and tilting of the land due to large-scale movements permitted water flows that produced gradual alterations. Glaciation, erosion and dramatic variations in climate all w…
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- 9780511693410
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