Data science & big data analytics : discovering, analyzing, visualizing, and presenting data /
| Ente Autore: | |
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| Natura: | Libro |
| Lingua: | English |
| Pubblicazione: |
Wiley
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| Soggetti: | |
| Classic Catalogue: | View this record in Classic Catalogue |
Sommario:
- Introduction to Big Data Analytics
- Data Analytics Lifecycle
- Review of Basic Data Analytic Methods Using R
- Advanced Analytical Theory and Methods: Clustering
- Advanced Analytical Theory and Methods: Association Rules
- Advanced Analytical Theory and Methods: Regression
- Advanced Analytical Theory and Methods: Classification
- Advanced Analytical Theory and Methods: Time Series Analysis
- Advanced Analytical Theory and Methods: Text Analysis
- Advanced Analytics: Technology and Tools: MapReduce and Hadoop
- Advanced Analytics: Technology and Tools: In-Database Analytics
- The Endgame, or Putting It All Together