Data Analytics : Models and Algorithms for Intelligent Data Analysis. 1st ed. 2012
- 種類:
- 電子ブック
- 責任表示:
- by Thomas A. Runkler
- 出版情報:
- Wiesbaden : Vieweg+Teubner Verlag : Imprint: Vieweg+Teubner Verlag, 2012
- 著者名:
- ISBN:
- 9783834825896 [3834825891]
- 注記:
- This book is a comprehensive introduction to the methods and algorithms and approaches of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in numerous courses at the Technical University of Munich, in short courses at several other universities, and in tutorials at scientific conferences. Much of the content is based on the results of industrial research and development projects at Siemens. Content Data Analytics - Data and Relations - Data Preprocessing - Data Visualization - Correlation - Regression - Forecasting - Classification - Clustering Target Groups Students of data analytics for engineering, computer science and math Practitioners working on data analytics projects The Author Thomas Runkler is doing research at Siemens Corporate Technology in Munich and teaching data analytics an
- ローカル注記:
- 学内専用E-BOOKS (local access only)
類似資料:
|
Springer International Publishing : Imprint: Springer |
Springer Berlin Heidelberg : Imprint: Springer |
|
2
電子ブック
Linked Data in Linguistics : Representing and Connecting Language Data and Language Metadata
Springer Berlin Heidelberg : Imprint: Springer |
Springer New York : Imprint: Springer |
|
Springer International Publishing : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
|
Springer Berlin Heidelberg : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
|
Springer International Publishing : Imprint: Springer |
Springer Berlin Heidelberg : Imprint: Springer |
|
Springer-Verlag New York |
Springer India : Imprint: Springer |