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Utilizing RapidMiner, Python, and R for Data Mining Applications

By Sarawut Ramjan

Utilizing RapidMiner, Python, and R for Data Mining Applications Computer Science

Utilizing RapidMiner, Python, and R for Data Mining Applications

By Sarawut Ramjan

0 - Default Title
Description
In data mining, powerful tools like RapidMiner, Python, and R revolutionize how organizations gain valuable insights from large amounts of data. RapidMiner offers a visual interface for designing data workflows, making it ideal for both beginners and advanced practitioners. Python provides an environment for automating and customizing data mining tasks, while R is used for its statistical capabilities and packages for advanced analytics. Together, these tools empower data scientists and analysts to apply machine learning algorithms, statistical models, and data preprocessing techniques efficiently, facilitating deeper understanding and data-driven decision-making across industries. Utilizing RapidMiner, Python, and R for Data Mining Applications explores the integration and application of these three powerful tools in the context of real-world data mining tasks. It delves into the strengths and features of each tool, showcasing how they can be leveraged individually or in combination to handle various stages of the data mining pipeline. This book covers topics such as data clustering, software installation, and programming languages, and is a useful resource for engineers, business owners, academicians, researchers, and data scientists.
Product details
Binding:
Paperback
Number of Pages:
404
Release Date:
2025-05-02
Publication Date:
2025-05-02
Publisher:
IGI Global
Languages:
Original: English
ISBN13:
9798369360026
GPSR Manufacturer Reference:
[email protected]
Weight:
757 g
Height:
178 cm
Width:
254 cm
Thickness:
22 cm
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