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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| GS QA 76.76 O63 S55 2019 Operating system concepts / | GS QA 76.76 U54 2024 A project guide to UX design : for user experience designers in the field or in the making/ | GS QA 76.585 S64 2019 Oracle Database Exadata Cloud Service : a beginner's guide / | GS QA 276.4 M67 2019 A general introduction to data analytics / | GS QA 278.8 C43 2019 Nonparametric statistical process control / | GS QA 273 A67 2024 The Application of Probability Theory/ | GS QA 273 P37 2023 Advanced probability and statistics : applications to physics and engineering/ |
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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