Download or read book Data Science Manuale Italiano Advanced Machine Learning e Deployment written by Mario A. B. Capurso and published by Mario Capurso. This book was released on 2023-09-08 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Questa opera segue il curriculum 2021 della Association for Computing Machinery per specialisti in Scienze dei Dati, con l’obiettivo di costituire un “Bignami” della Scienza ed Ingegneria dei Dati e facilitare il percorso di formazione personale a partire da competenze specialistiche in Informatica o Matematica o Statistica per un lettore di lingua madre italiana. Parte di una serie di testi, riepiloga prima di tutto la metodologia di lavoro standard CRISP DM utilizzata in questa opera e in progetti di Scienza dei Dati. Poichè questo testo utilizza Orange per gli aspetti applicativi, ne descrive l’installazione ed i widget. La fase di modellizzazione dei dati viene considerata nell’ottica dell’apprendimento automatico riepilogando i tipi di apprendimento automatico, i tipi di modelli, i tipi di problemi e i tipi di algoritmi. Sono descritti gli aspetti avanzati associati alla modellizzazione quali le funzioni di perdita e di ottimizzazione come la gradient descent, le tecniche per analizzare le prestazioni dei modelli come il Bootstrapping e la Cross Validation. Vengono analizzati gli scenari di deployment e le più comuni piattaforme, con esempi applicativi. Vengono proposti i meccanismi per automatizzare l’apprendimento automatico e per supportare l’interpretabilità dei modelli e dei risultati come Partial Dependence Plot, Permuted Feature Importance e altre. Gli esercizi sono descritti con Orange e Python con l’uso della libreria Keras/Tensorflow. Il testo è corredato di materiale di supporto ed è possibile scaricare gli esempi in Orange e i dati di prova.
Download or read book The American economic review written by and published by . This book was released on 1963 with total page 1142 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Host Bibliographic Record for Boundwith Item Barcode 30112111593536 and Others written by and published by . This book was released on 2013 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Thalassia Salentina written by and published by . This book was released on 2003 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Tourism Congestion Management at Natural and Cultural Sites written by World Tourism Organization and published by WTO. This book was released on 2004 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guidebook contains practical guidance for effective congestion management practices at natural and cultural tourist sites, drawing on a number of detailed case studies. Congestion management practices are explained at different levels, linking actions between demand, destination and site management. Sections cover: types of tourism congestion and consequences; key stakeholders involved; and sustainable tourism development issues.
Download or read book World Development Report 2019 written by World Bank and published by World Bank Publications. This book was released on 2018-10-31 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work is constantly reshaped by technological progress. New ways of production are adopted, markets expand, and societies evolve. But some changes provoke more attention than others, in part due to the vast uncertainty involved in making predictions about the future. The 2019 World Development Report will study how the nature of work is changing as a result of advances in technology today. Technological progress disrupts existing systems. A new social contract is needed to smooth the transition and guard against rising inequality. Significant investments in human capital throughout a person’s lifecycle are vital to this effort. If workers are to stay competitive against machines they need to train or retool existing skills. A social protection system that includes a minimum basic level of protection for workers and citizens can complement new forms of employment. Improved private sector policies to encourage startup activity and competition can help countries compete in the digital age. Governments also need to ensure that firms pay their fair share of taxes, in part to fund this new social contract. The 2019 World Development Report presents an analysis of these issues based upon the available evidence.
Download or read book Arte lombarda written by and published by . This book was released on 1994 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Work of Art written by Gérard Genette and published by Cornell University Press. This book was released on 1997 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: What art is--its very nature--is the subject of this book by one of the most distinguished continental theorists writing today. Informed by the aesthetics of Nelson Goodman and referring to a wide range of cultures, contexts, and media, The Work of Art seeks to discover, explain, and define how art exists and how it works. To this end, Gérard Genette explores the distinction between a work of art's immanence--its physical presence--and transcendence--the experience it induces. That experience may go far beyond the object itself.Genette situates art within the broad realm of human practices, extending from the fine arts of music, painting, sculpture, and literature to humbler but no less fertile fields such as haute couture and the culinary arts. His discussion touches on a rich array of examples and is bolstered by an extensive knowledge of the technology involved in producing and disseminating a work of art, regardless of whether that dissemination is by performance, reproduction, printing, or recording. Moving beyond examples, Genette proposes schemata for thinking about the different manifestations of a work of art. He also addresses the question of the artwork's duration and mutability.
Download or read book Scritti linguistici e filologici written by Roberto Ajello and published by Pacini Editore. This book was released on 1995 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Gregorianum written by and published by . This book was released on 1980 with total page 844 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Studi francesi written by and published by . This book was released on 1997 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Coordinating Participation in Dialogue Interpreting written by Claudio Baraldi and published by John Benjamins Publishing. This book was released on 2012 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dialogue interpreting, which takes place in institutional settings such as legal proceedings, healthcare contexts, work meetings or media talk, has attracted increasing attention in translation, language and communication studies. Drawing on transcribed sequences of authentic talk, this volume raises questions about aspects of interpreting that have been taken for granted, challenging preconceived notions about differences between professional and non-professional interpreting and pointing in new directions for future research. Collecting contributions from major scholars in the field of dialogue interpreting and interaction studies, the volume offers new insights into the relationship between interpreting and mediating. It addresses a wide readership, including students and scholars in translation and interpreting studies, mediation and negotiation studies, linguistics, sociology, communication studies, conversation analysis, discourse analysis.
Download or read book Computer Systems Experiences of Users with and Without Disabilities written by Simone Borsci and published by CRC Press. This book was released on 2013-11-18 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the necessary tools for the evaluation of the interaction between the user who is disabled and the computer system that was designed to assist that person. The book creates an evaluation process that is able to assess the user's satisfaction with a developed system. Presenting a new theoretical perspective in the human computer interaction evaluation of disabled persons, it takes into account all of the individuals involved in the evaluation process.
Download or read book Polymer Additive Analytics written by Jan C. J. Bart and published by Firenze University Press. This book was released on 2006 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Why Architects Still Draw written by Paolo Belardi and published by MIT Press. This book was released on 2014-02-14 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: An architect's defense of drawing as a way of thinking, even in an age of electronic media. Why would an architect reach for a pencil when drawing software and AutoCAD are a click away? Use a ruler when 3D-scanners and GPS devices are close at hand? In Why Architects Still Draw, Paolo Belardi offers an elegant and ardent defense of drawing by hand as a way of thinking. Belardi is no Luddite; he doesn't urge architects to give up digital devices for watercolors and a measuring tape. Rather, he makes a case for drawing as the interface between the idea and the work itself. A drawing, Belardi argues, holds within it the entire final design. It is the paradox of the acorn: a project emerges from a drawing—even from a sketch, rough and inchoate—just as an oak tree emerges from an acorn. Citing examples not just from architecture but also from literature, chemistry, music, archaeology, and art, Belardi shows how drawing is not a passive recording but a moment of invention pregnant with creative possibilities. Moving from the sketch to the survey, Belardi explores the meaning of measurement in a digital era. A survey of a site should go beyond width, height, and depth; it must include two more dimensions: history and culture. Belardi shows the sterility of techniques that value metric exactitude over cultural appropriateness, arguing for an “informed drawing” that takes into consideration more than meters or feet, stone or steel. Even in the age of electronic media, Belardi writes, drawing can maintain its role as a cornerstone of architecture.
Download or read book The Senses and the intellect written by Alexander Bain and published by . This book was released on 1874 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt:
