Utilizing RapidMiner, Python, and R for Data Mining Applications - Softcover

Ramjan, Sarawut; Sunkpho, Jirapon

Softcover

ISBN 13: 9798369360026

Verlag: IGI Global, 2025

Inhaltsangabe

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.

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Über die Autorinnen und Autoren

Sarawut Ramjan , a Ph.D. graduate in Computer and Engineering Management from Assumption University in 2006, served as a lecturer at North-Chiang Mai University for nine years. Currently, he is an Associate Professor specializing in Digital Transformation and Innovation at Thammasat University, a role he has occupied for the past six years.

Jirapon Sunkpho , a graduate in Civil Engineering with a specialization in Computer-Aided Engineering from Carnegie Mellon University, currently holds the position of Associate Professor specializing in Digital Transformation and Innovation at Thammasat University. Additionally, he serves as the Vice Rector in Digital at Thammasat University.

Details zur Ausgabe

• Verlag: IGI Global
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798369360026
• Einband: Taschenbuch
• Anzahl der Seiten: 404
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland