Fundamentals of Data Analytics : With a View to Machine Learning / Rudolf Mathar ... [et al.]

• Pubblicazione: Cham, : Springer, 2020
• Titolo uniforme: Fundamentals of Data Analytics
• Descrizione fisica: xi, 127 p. : ill. ; 24 cm
• Soggetto topico: 62-XX - Statistics [MSC 2020]; 62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020]; 62R07 - Statistical aspects of big data and data science [MSC 2020]; 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020]
• Soggetto non controllato: Artificial Intelligence; Classification; Clustering; Data science; Diffusion maps; Dimensionality reduction; Isomap; Kernel methods; Machine learning; MapReduce; Markov decision processes; Matrix optimization and approximation; Multidimensional Scaling; Principal component analysis; Spectral clustering; Supervised machine learning; Support Vector Machines; Unsupervised machine learning
• Persona (resp. second.): Mathar, Rudolf
• Titolo autorizzato: Fundamentals of Data Analytics
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN00249280
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://doi.org/10.1007/978-3-030-56831-3