Fundamentals of data analytics : with a view to machine learning /: with a view to machine learning. ([2020])

• Record Type: Book
• Further Information: Note: Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda, Arash Behboodi.
• Authors: Mathar, Rudolf; Alirezaei, Gholamreza; Balda, Emilio; Behboodi, Arash
• Contents: 1 Introduction -- 2 Prerequisites from Matrix Analysis -- 3 Multivariate Distributions and Moments -- 4 Dimensionality Reduction -- 5 Classification and Clustering -- 6 Support Vector Machines -- 7 Machine Learning -- Index.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (127 pages), illustrations (some color)
• Subjects: 519.5; Statistics -- Data processing; Quantitative research; Big data; Machine learning; Databases; Algorithms & data structures; Artificial intelligence; Mathematical & statistical software; Probability & statistics; Computers -- Database Management -- General; Computers -- Information Theory; Computers -- Intelligence (AI) & Semantics; Computers -- Mathematical & Statistical Software; Mathematics -- Probability & Statistics -- General; Artificial intelligence; Big data; Data structures (Computer science); Statistics; Electronic books
• Languages: English
• ISBNs: 9783030568313; 3030568318
• Related ISBNs: 9783030568306; 303056830X; 9783030568306
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from digital title page (viewed on November 09, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.