A general introduction to data analytics. (2018)

• Record Type: Book
• Further Information: Note: João Mendes Moreira, André C.P.L.F. de Carvalho, Tomás Horváth.
• Authors: Moreira, João, 1969-; Carvalho, André Carlos Ponce de Leon Ferreira; Horváth, Tomáš, 1976-
• Contents: Part I: Introductory Background Chapter 1: What can we do with data? Part II: Getting Insights from Data Chapter 2: Descriptive statistics Chapter 3: Descriptive Multivariate Analysis Chapter 4: Data quality and pre-processing Chapter 5: Clustering Chapter 6: Frequent pattern mining Chapter 7: Résumé and project on descriptive analytics Part III: Predicting the Unknown Chapter 8: Regression Chapter 9: Classification Chapter 10: Additional predictive methods Chapter 11: Advanced predictive topics Chapter 12: Résumé and Project on predictive analytics Part IV: Popular Data Analytics Applications Chapter 13: Applications for Text, Web and Social Media
• Edition: 1st
• Publisher Details: New York : Wiley-Interscience
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 519.50285; Mathematical statistics -- Methodology; Electronic data processing; Data mining
• Languages: English
• ISBNs: 9781119296263; 9781119296256
• Related ISBNs: 9781119296249
• Notes: Note: Description based on CIP data; resource not viewed.
• 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.