A general introduction to data analytics / by Jõao Mendes
Material type:
TextPublisher: Hoboken, NJ : John Wiley & Sons, 2019Description: xix, 323 pages ; 24 cmContent type: - text
- unmediated
- volume
- 9781119296249
- GS QA 76.9 M67 2019
| Item type | Current library | Collection | Shelving location | Call number | Copy number | Status | Date due | Barcode |
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TUP Manila Library | Graduate Program Section-2F | GS QA 276.4 M67 2019 (Browse shelf(Opens below)) | Available | P00031056 | |||
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TUP Manila Library | NFIC | General Circulation Section-GF | QA 276.4 M67 2019 c.2 (Browse shelf(Opens below)) | 2 | Available | P00033809 |
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| QA 276.12 P43 2020 Statistics companion : support for introductory statistics / | QA 276.15 S73 2018 Statistics and probability / | QA 276.19 S65 2018 Statistics / | QA 276.4 M67 2019 c.2 A general introduction to data analytics / | QA 276.4 N38 2020 Statistics for engineers and scientists / | QA 276.45.R3 F74 2019 Programming skills for data science : start writing code to wrangle, analyze, and visualize data with R / | QA 276.45 R5 S75 2018 Statistics with R : a beginner's guide / |
Includes bibliographical references (pages 311-314) and index.
What can we do with data? -- Descriptive statistics -- Descriptive multivariate analysis -- Data quality and pre-processing -- Clustering -- Frequent pattern mining -- Resume and project on descriptive analytics -- Regression -- Classification -- Additional predictive methods -- Advanced predictive topics -- Resume and project on predictive analytics -- Applications for text, web and social media.
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