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3718449
Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
83% of respondents would recommend this to a friend
товар №:
3718449
TJS 1510
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Data Mining for Business Analytics is an ideal textbook for upper-undergraduate and graduate-level courses as well as professional programs on data mining, predictive modeling, and Big Data analytics
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What Stands Out
Comprehensive Coverage
This edition delivers extensive insights into data mining concepts, techniques, and applications, making it ideal for both beginners and seasoned professionals looking to enhance their business analytics skills using XLMiner.
Practical Application
The book integrates practical examples and hands-on exercises with XLMiner, allowing readers to apply theoretical concepts directly to real-world business problems, fostering deeper understanding and skill development.
Updated Content
Featuring the latest advancements in data mining, this edition ensures readers are equipped with cutting-edge techniques, keeping them competitive in the rapidly evolving field of business analytics.
Информация о продукте
- Comprehensive coverage of data mining methods using XLMiner® for Education software
- Includes updated topics such as text mining, social network analysis, and ensemble methods
- Real-world examples and data-rich case studies for practical understanding
- Ideal textbook for upper-undergraduate and graduate-level courses in data mining and analytics
- Written by renowned experts in the field of data mining and business analytics
- Authors have extensive experience in teaching, research, and application of statistical and data mining methods
| Publisher | WILEY |
| Publication date | January 1, 2016 |
| Edition | 3rd |
| Language | English |
| Print length | 552 pages |
| ISBN-10 | 1118729277 |
| ISBN-13 | 978-1118729274 |
| Item Weight | 2.32 pounds (1.05 kg) |
| Dimensions | 7.1 x 1.2 x 9.9 inches (18 x 3 x 25.1 cm) |
Who Should Buy?
-
Business Analysts
Ideal for analysts looking to leverage data mining techniques for improved decision-making and predictive modeling.
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Students and Educators
Beneficial for those studying business analytics and data mining, providing practical examples and hands-on exercises.
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Data Science Professionals
Useful for practitioners needing to understand data mining applications and enhance their analytical skill set using XLMiner.
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Casual Users
Not suitable for individuals seeking quick insights without a foundational understanding of data analysis concepts.
ОПИСАНИЕ ТОВАРА
Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
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Probability & Statistics Editorial Review
Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner is a comprehensive guide published by WILEY, focusing on essential data mining concepts tailored for business analytics. The 3rd edition, released on January 1, 2016, spans 552 pages and is written in English. Readers have found this book useful for understanding core data science and machine learning ideas, though some critiques mention a lack of practical details on using XLMiner effectively. While it excels in explaining concepts simply, there are mixed feelings regarding its application examples, particularly in Excel. Overall, it serves as a decent reference for business analytics.
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Плюсы
- Rich examples enhance understanding of complex concepts
- Core ideas are explained simply and attractively
- No fluff, provides direct information
- Good for a reference in data science topics
- Well-suited for academic use in data classes
Минусы
- Might lack detailed execution guidance for XLMiner
Product Price History
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Особенности и преимущества
- Applied approach to data mining and predictive analytics
- Real-life case studies and hands-on exercises
- Coverage on text mining, social network analysis, collaborative filtering, ensemble methods, and uplift modeling
- Ideal for upper-undergraduate and graduate-level courses in data mining and predictive modeling
- Suitable for professionals working with predictive analytics in various fields
- Free 140-day license to use XLMiner for Education software included
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