株式会社極東書店トップ ＞ 商品一覧 ＞ Interactive and Dynamic Dashboard: Design Principles.
商品詳細
Interactive and Dynamic Dashboard: Design Principles.
・ISBN 978-1-032-74597-8 hard GB£ 145.99
￥46,249.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Vadivel, A. / Meena, K. / Sumathy, P. / Selvaraj, Henry / Shanmugavadivu, P. / S. G., Shaila (eds.), |
|---|---|
| シリーズ | (Future Generation Information Systems) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2024 |
| ページ数 | 288 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-56683＞ |
解説
The text comprehensively discusses the representation of visual data and design principles of interactive and dynamic dashboards. It further covers the theoretical concept of inference and machine learning algorithms for making the concepts clear to the reader. The book illustrates important topics such as data testing a parametric hypothesis, data testing a non-parametric hypothesis, exploratory data analysis, outlier detection and interpretation.
This book:
- Covers various data analysis tools such as KNIME, RapidMiner, Rstudio, Grafana, and Redash
- Discusses the theoretical concept of inference and machine learning algorithms for designing dynamic dashboards
- Presents statistical modelling techniques with an emphasis on pattern mining, and pattern relationships
- Explains the problem of efficient retrieval of similar time series in large databases to enrich the knowledge of the readers to effectively handle various real-time datasets
- Illustrates dimensionality reduction techniques such as principal component analysis, linear discriminant analysis, singular value decomposition, and piecewise vector quantized approximation
It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.