Udvidet returret til d. 31. januar 2024

Data Mining Fundamentals - Sudhir Warier - Bog

Bag om Data Mining Fundamentals

Data mining is the computational process of discovering patterns in large data sets with the objective of extracting information and transforming it into an understandable structure for further use. Data mining involves data and database management, pre-processing techniques, model and inference considerations alongwith post-processing of uncovered structures, data visualization, and online updation. Data Mining and Knowledge Discovery in Databases are terms that are generally used interchangeably. The other terms referring to data mining are data or information harvesting, archeology, functional dependency analysis, knowledge extraction and data pattern analysis. Data Mining is used to identify potential knowledge from seemingly plain data sets. This book provides a solid foundation over which the pillars of advanced mining techniques can be built on. The book commences with an introduction to the basic concepts and terminologies related to data mining. The detailed architecture of data mine, the challenges in handling erroneous data, data mining process as well as the data mining tools are also presented subsequently.

Vis mere
  • Sprog:
  • Engelsk
  • ISBN:
  • 9781484145463
  • Indbinding:
  • Paperback
  • Sideantal:
  • 152
  • Udgivet:
  • 14. april 2003
  • Størrelse:
  • 216x279x10 mm.
  • Vægt:
  • 367 g.
  • 8-11 hverdage.
  • 15. november 2024
På lager

Normalpris

  • BLACK NOVEMBER

Medlemspris

Prøv i 30 dage for 45 kr.
Herefter fra 79 kr./md. Ingen binding.

Beskrivelse af Data Mining Fundamentals

Data mining is the computational process of discovering patterns in large data sets with the objective of extracting information and transforming it into an understandable structure for further use. Data mining involves data and database management, pre-processing techniques, model and inference considerations alongwith post-processing of uncovered structures, data visualization, and online updation. Data Mining and Knowledge Discovery in Databases are terms that are generally used interchangeably. The other terms referring to data mining are data or information harvesting, archeology, functional dependency analysis, knowledge extraction and data pattern analysis. Data Mining is used to identify potential knowledge from seemingly plain data sets. This book provides a solid foundation over which the pillars of advanced mining techniques can be built on. The book commences with an introduction to the basic concepts and terminologies related to data mining. The detailed architecture of data mine, the challenges in handling erroneous data, data mining process as well as the data mining tools are also presented subsequently.

Brugerbedømmelser af Data Mining Fundamentals



Find lignende bøger
Bogen Data Mining Fundamentals findes i følgende kategorier:

Gør som tusindvis af andre bogelskere

Tilmeld dig nyhedsbrevet og få gode tilbud og inspiration til din næste læsning.