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 Frattura ed Integrit Strutturale Annals 2009 written by Aa.vv. and published by Gruppo Italiano Frattura. This book was released on 2010-01-01 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annals of the Italian Group of Fracture journal "Frattura ed Integrità Strutturale" (issues 7 - 10, 2009)

Download or read book New Statistical Developments in Data Science written by Alessandra Petrucci and published by Springer Nature. This book was released on 2019-08-20 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume collects the extended versions of papers presented at the SIS Conference “Statistics and Data Science: new challenges, new generations”, held in Florence, Italy on June 28-30, 2017. Highlighting the central role of statistics and data analysis methods in the era of Data Science, the contributions offer an essential overview of the latest developments in various areas of statistics research. The 35 contributions have been divided into six parts, each of which focuses on a core area contributing to “Data Science”. The book covers topics including strong statistical methodologies, Bayesian approaches, applications in population and social studies, studies in economics and finance, techniques of sample design and mathematical statistics. Though the book is mainly intended for researchers interested in the latest frontiers of Statistics and Data Analysis, it also offers valuable supplementary material for students of the disciplines dealt with here. Lastly, it will help Statisticians and Data Scientists recognize their counterparts’ fundamental role.

Download or read book Functional requirements for bibliographic records written by Mauro Guerrini and published by AIB. This book was released on 2000 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Frattura ed Integrit Strutturale Annals 2011 written by Francesco Iacoviello and published by Gruppo Italiano Frattura. This book was released on 2011-12-20 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Materiali e discussioni per l analisi dei testi classici written by and published by . This book was released on 1995 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book GEOPOLIMERI POLIMERI INORGANICI CHIMICAMENTE ATTIVATI Seconda Edizione written by ICerS ICerS and published by Lulu.com. This book was released on 2014-03-14 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Il testo, in seconda edizione riveduta e ampliata, riassume lo stato dell'arte delle conoscenze sui geopolimeri, leganti idraulici e materiali ceramici di tipo alluminosilicatico a bassissimo contenuto di calcio. L'attivazione alcalina porta alla parziale dissoluzione di materie prime, sia naturali che scarti industriali, che danno origine a paste lavorabili e consolidabili a freddo. La buona stabilità termica e lebuone proprietà meccaniche, portano i geopolimeri a essere materiali interessanti per diverse applicazioni: matrici per refrattari ed antifiamma, materiali da costruzione e restauro, matrici per l'inertizzazione di rifiuti tossici e radioattivi ecc. Il basso impatto ambientale dovuto alle materie prime e al processo a freddo necessario per il loro ottenimento li rendono ecosostenibili. Il testo si rivolge sia ai tecnologi industriali dei materiali, sia ai ricercatori che lavorano nelle università e nei centri di ricerca, proponendo una aggiornata numerosità di applicazioni.

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Download or read book From Dezinformatsiya to Disinformation written by Suania Acampa and published by Springer Nature. This book was released on with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book GOVERNANCE OF THROUGH BIG DATA Volume II written by Giorgio Resta and published by Roma TrE-Press. This book was released on 2023-05-20 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: These two volumes collect twenty five articles and papers published within the “Governance of/through Data” research project financed by the Italian Ministry of Universities. The research project, which was promoted by Roma Tre University, as project lead, and saw the participation of professors and reseachers from Bocconi University in Milan; LUMSA University in Rome; Salento University in Lecce and Turin Polytechnic, cover multiple issues which are here presented in five sections: Algorithms and artificial intelligence; Antitrust, artificial intelligence and data; Big Data; Data governance; Data protection and privacy.

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Download or read book Archaeology on the Apulian Lucanian Border written by Alastair Small and published by Archaeopress Publishing Ltd. This book was released on 2022-05-26 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt: The broad valley of the Bradano river and its tributary, the Basentello, separates the Apennine mountains in Lucania from the limestone plateau of the Murge in Apulia in southeast Italy. This book aims to explain how the pattern of settlement and land use changed in the valley over the whole period from the Neolithic to the late medieval.

Download or read book Proceedings written by and published by . This book was released on with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Tectonosomes and Olistostromes in the Argille Scagliose of the Northern Apennines Italy written by Gian Andrea Pini and published by Geological Society of America. This book was released on 1999-01-01 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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Download or read book The Chora of Metaponto 4 written by Erminia Lapadula and published by University of Texas Press. This book was released on 2012-01-25 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Institute of Classical Archaeology, Packard Humanities Institute."