Undergraduate Certificate in Maximizing Potential Through Feature Engineering
-- ViewingNowThe Undergraduate Certificate in Maximizing Potential Through Feature Engineering is a comprehensive course designed to equip learners with essential skills in feature engineering, a critical aspect of data science and machine learning. This certificate course emphasizes the importance of transforming raw data into valuable features, improving machine learning model performance, and making informed decisions.
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โข Introduction to Feature Engineering
โข Data Preprocessing and Cleaning
โข Feature Extraction Techniques
โข Feature Selection Methods
โข Dimensionality Reduction
โข Supervised and Unsupervised Feature Engineering
โข Evaluation Metrics for Feature Engineering
โข Advanced Feature Engineering Techniques
โข Real-World Applications of Feature Engineering
โข Ethical Considerations in Feature Engineering
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