Introduction to deep learning using R : a step-by-step guide to learning and implementing deep learning models using R /: a step-by-step guide to learning and implementing deep learning models using R. ([2017])

• Record Type: Book
• Further Information: Note: Taweh Beysolow II.
• Authors: Beysolow II, Taweh
• Contents: Introduction to deep learning -- Mathematical review -- A review of optimization and machine learning -- Single and multilayer perceptron models -- Convolutional neural networks (CNNs) -- Recurrent neural networks (RNNs) -- Autoencoders, restricted boltzmann machines, and deep belief networks -- Experimental design and heuristics -- Hardware and software suggestions -- Machine learning example problems -- Deep learning and other example problems -- Closing statements.
• Publisher Details: Place of publication not identified : Apress®
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (xix, 227 pages)
• Subjects: 650; Business; Machine learning; R (Computer program language); Big data; Programming languages (Electronic computers); BUSINESS & ECONOMICS -- Management; BUSINESS & ECONOMICS -- Reference; BUSINESS & ECONOMICS -- Skills; Big data; Machine learning; Programming languages (Electronic computers); R (Computer program language); Business and Management; Big Data/Analytics; Computing Methodologies; Programming Languages, Compilers, Interpreters; Computers -- Intelligence (AI) & Semantics; Computers -- Programming Languages -- General; Artificial intelligence; Programming & scripting languages: general; Management science; Artificial intelligence; Computer science; Business & Economics -- Industries -- Computer Industry; Business mathematics & systems; Electronic books
• Languages: English
• ISBNs: 9781484227343; 1484227344
• Related ISBNs: 9781484227336
• Notes: Note: Online resource; title from digital title page (viewed on June 13, 2018).
• 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.