What can we do with data? -- Descriptive statistics -- Descriptive multivariate analysis -- Data quality and preprocessing -- Clustering -- Frequent pattern mining -- Cheat sheet and project on descriptive analytics -- Regression -- Classification -- Additional predictive methods -- Advanced predictive topics -- Cheat sheet and project on predictive analytics -- Applications for text, web and social media.
9781119296263 1119296269 9781119296294 1119296293
Mathematical statistics--Methodology. Electronic data processing. Data mining. MATHEMATICS--Applied. MATHEMATICS--Probability & Statistics--General. Data mining. Electronic data processing. Mathematical statistics--Methodology.