Professional Certificate in Data Mining Process and Application
-- ViewingNowThe Professional Certificate in Data Mining Process and Application is a comprehensive course that equips learners with essential skills in data mining. This program covers the entire data mining process, from data preprocessing and pattern evaluation to visualization and deployment of data mining models.
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โข Introduction to Data Mining Process and Application
โข Data Preprocessing and Cleaning
โข Exploratory Data Analysis and Visualization
โข Statistical Methods for Data Mining
โข Machine Learning Algorithms in Data Mining
โข Data Mining Techniques: Classification, Clustering, and Association Rule Mining
โข Big Data Mining and Analysis
โข Evaluation Metrics for Data Mining Models
โข Ethical Considerations in Data Mining
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