Models and methods of data mining

Models and methods of data mining

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LF/51900684/R
Russian
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The book "Models and methods of data mining", written by a team of authors, is a fascinating and deep dive into the world of data analytics, which is becoming increasingly relevant in modern society. This work is not just a textbook, but a real guide to the complex but exciting world of data mining, which finds application in a wide variety of fields - from business to medicine, from social sciences to engineering. The book discusses key models and methods that are used to process and analyze large amounts of data. The authors offer the reader not only theoretical foundations, but also practical examples, which makes the material accessible and understandable even for those who are just starting their way in this field. Each chapter is imbued with actual examples from real life, which allows you to better understand how theoretical concepts are applied in practice. Readers will be able to learn about methods such as machine learning, neural networks, clustering and much more, which opens up new horizons for them in data analysis. This book will be of interest not only to undergraduate and graduate students studying information technology and statistics, but also to practicing analysts, researchers, and data scientists. It will be an indispensable tool for those who want to deepen their knowledge and skills in data analysis and learn how to apply them in their professional activities. The age range of readers ranges from high school students interested in IT and science to experienced professionals seeking to update their knowledge in the rapidly changing world of technology. The topics raised in the book cover a wide range of issues related to data processing: from the ethical aspects of using big data to information visualization techniques. The authors emphasize the importance of a proper approach to data analysis, emphasizing that not only the quantity of data, but also the quality of analysis is crucial for making informed decisions. This makes the book particularly relevant in an era when data is becoming the new gold, and its correct interpretation can lead to significant competitive advantages. The style of the authors is distinguished by clarity and accessibility, which makes complex concepts understandable even for an unprepared reader. Each section of the book is logically structured, which makes it easy to find the necessary information and quickly absorb the material. The team of authors includes experts in the field of data analysis, which gives the book additional value and confidence in the submitted materials. In addition, "Data mining models and methods" may be of interest to those who are already familiar with other works in the field of data analysis, such as "
LF/51900684/R

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Name of the Author
Collective of authors
Language
Russian
ISBN
9785940100454

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Models and methods of data mining

The book "Models and methods of data mining", written by a team of authors, is a fascinating and deep dive into the world of data analytics, which is becoming i...

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