A book is the second, renewed and complemented, by edition of train aid "Methods and models of analysis of data : OLAP and Data Mining". Basic directions are expounded in area of development of the corporate systems : organization of depositories of data, analysis of data up-diffused, operative (OLAP), intellectual (Data Mining), visual (Visual Mining) and text (Text Mining). Description over of methods and algorithms of decision of basic tasks of analysis is brought: classifications, Description of idea of every method is complemented the clusterization of and other by the concrete example of his application.For students and specialists in area of analysis of data.
Questions and answers
What is the book Technologies of analysis of data : Data Mining, Visual Mining, Text Mining, OLAP about in short?
The book provides a comprehensive overview of data analysis methods, focusing on OLAP, Data Mining, Visual Mining, and Text Mining. It serves as a renewed edition of a training aid, detailing the organization of data repositories and the analysis of both operational and intellectual data. Each method is illustrated with practical examples, making it a valuable resource for understanding data analysis techniques.
What is the main idea of the book Technologies of analysis of data : Data Mining, Visual Mining, Text Mining, OLAP?
The main idea of the book is to equip readers with essential knowledge and techniques for analyzing data effectively. It covers various methodologies, including OLAP and Data Mining, and emphasizes practical applications through examples. This approach helps readers grasp complex concepts and apply them in real-world scenarios, making it a vital resource for both students and professionals in data analysis.
Who should definitely read the book Technologies of analysis of data : Data Mining, Visual Mining, Text Mining, OLAP?
This book is ideal for students and professionals in the field of data analysis who seek to enhance their understanding of analytical methods. It is particularly beneficial for those involved in corporate systems development and data management. Readers looking for a structured approach to learning about OLAP, Data Mining, and related techniques will find this book especially useful.
What books is the book Technologies of analysis of data : Data Mining, Visual Mining, Text Mining, OLAP similar to?
Similar books include 'Data Mining: Concepts and Techniques' by Jiawei Han and Micheline Kamber, which also covers essential data mining techniques. Another comparable title is 'The Visual Display of Quantitative Information' by Edward Tufte, focusing on visual data representation. Both books complement the methodologies discussed in this book, providing further insights into data analysis and visualization.
- Name of the Author
- Cold Ivan Ivanovich, Степаненко Valentin Vladimirovich, Куприянов Mikhail Stepanovich, Барсегян Арменак Артаваздович
- Language
- Russian
- ISBN
- 5-94157-991-8
- Release date
- 2007
Read an excerpt
12/26/2025
Не хватает практических заданий
Хотя книга "Технологии анализа данных" содержит много полезной информации и охватывает важные аспекты анализа данных, мне не хватило практических заданий для закрепления материала. В ней много теории и примеров, но хотелось бы видеть больше упражнений, которые позволили бы читателю самостоятельно применить изученные методы. Это особенно важно для студентов, которые только начинают свой путь в этой области. Также, на мой взгляд, некоторые разделы можно было бы сделать более доступными для понимания, добавив больше визуальных материалов и схем. В целом, книга полезна, но для полного освоения темы я бы рекомендовал дополнить её практическими заданиями и кейсами.