Undergraduate Certificate in Exploration Feature Engineering
-- ViewingNowThe Undergraduate Certificate in Exploration Feature Engineering is a comprehensive course designed to equip learners with essential skills in data analysis and machine learning. This program emphasizes the importance of feature engineering, a critical process that empowers data scientists to extract meaningful insights from raw data, thereby driving informed business decisions.
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โข Introduction to Feature Engineering
โข Data Preprocessing and Cleaning
โข Feature Selection Techniques
โข Feature Extraction Methods
โข Dimensionality Reduction Algorithms
โข Exploration Feature Engineering in Python
โข Exploration Feature Engineering in R
โข Advanced Exploration Feature Engineering Techniques
โข Evaluation Metrics for Feature Engineering
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