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A general introduction to data analytics /
| Autore principale: | |
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| Altri autori: | , |
| Natura: | Printed Book |
| Lingua: | English |
| Pubblicazione: |
Hoboken,NJ;
Wiley,
2019
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| Soggetti: |
Sommario:
- 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.