Big data, data mining and machine learning : value creation for business leaders and practitioners /

• Κύριος συγγραφέας: Dean, Jared, 1978-
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]
• Σειρά: Wiley and SAS business series.
• Θέματα: Management > Data processing.; Data mining.; Big data.; Database management.; Information technology > Management.; COMPUTERS > Database Management > Data Mining.; Data Mining.; Massendaten.; Maschinelles Lernen.; Managementinformationssystem.; Electronic books.

"An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive...

Πίνακας περιεχομένων:

• Hardware
• Distributed systems
• Analytical tools
• Predictive modeling
• Common predictive modeling techniques
• Segmentation
• Incremental response modeling
• Time series date mining
• Recommendation systems
• Text analytics
• Case study of a large U.S.-based financial services company
• Case study of a major health care provider
• Case study of a technology manufacturer
• Case study of online brand management
• Case study of mobile application recommendations
• Case study of a high-tech product manufacturer
• Looking to the future.