Introduction to data science : a Python approach to concepts, techniques and applications /: a Python approach to concepts, techniques and applications. (2017)

• Record Type: Book
• Further Information: Note: Laura Igual, Santi Seguí ; with contributions from Jordi Vitrià, Eloi Puertas, Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí and Lluís Garrido.
• Authors: Igual, Laura; Seguí, Santi
• Other Names: Vitrià, Jordi contributor.; Puertas, Eloi contributor.; Radeva, Petia contributor.; Pujol, Oriol contributor.; Escalera, Sergio contributor.; Dantí, Franscesc contributor.; Garrido, Lluís contributor.
• Contents: Introduction to Data Science -- Toolboxes for Data Scientists -- Descriptive statistics -- Statistical Inference -- Supervised Learning -- Regression Analysis -- Unsupervised Learning -- Network Analysis -- Recommender Systems -- Statistical Natural Language Processing for Sentiment Analysis -- Parallel Computing.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (218 pages)
• Subjects: 001.4/2; Computer science; Quantitative research; Python (Computer program language); Python (Computer program language); Quantitative research; Computers -- Mathematical & Statistical Software; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Vision & Pattern Recognition; Maths for computer scientists; Artificial intelligence; Pattern recognition; Mathematical & statistical software; Data mining; Artificial intelligence; Optical pattern recognition; Mathematical statistics; Computers -- Database Management -- Data Mining; Data mining
• Languages: English
• ISBNs: 9783319500171
• Related ISBNs: 9783319500164
• 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.