Postgraduate Certificate in Principles of Feature Engineering
-- ViewingNowThe Postgraduate Certificate in Principles of Feature Engineering is a comprehensive course designed to equip learners with essential skills for career advancement in data science and machine learning industries. This certificate program focuses on the importance of feature engineering, a critical aspect that can dramatically impact the performance of predictive models.
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โข Feature Engineering Fundamentals <br> โข Data Preprocessing for Feature Engineering <br> โข Feature Extraction Techniques <br> โข Feature Selection Methods <br> โข Dimensionality Reduction in Feature Engineering <br> โข Advanced Feature Engineering Algorithms <br> โข Python Libraries for Feature Engineering (pandas, NumPy, scikit-learn) <br> โข Evaluation Metrics for Feature Engineering <br> โข Real-World Applications of Feature Engineering <br> โข Ethical Considerations in Feature Engineering<br>
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