Masterclass Certificate in Feature Engineering: Impactful Insights
-- ViewingNowThe Masterclass Certificate in Feature Engineering: Impactful Insights is a comprehensive course designed to equip learners with essential skills in feature engineering. This field is crucial in the data science industry, as it focuses on creating powerful predictive models by selecting and transforming relevant features from data.
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โข Unit 1: Introduction to Feature Engineering
โข Unit 2: Data Preprocessing Techniques
โข Unit 3: Feature Selection and Dimensionality Reduction
โข Unit 4: Feature Engineering for Time Series Data
โข Unit 5: Text Feature Engineering
โข Unit 6: Numerical Feature Engineering
โข Unit 7: Handling Missing and Duplicate Data
โข Unit 8: Feature Scaling and Normalization
โข Unit 9: Advanced Feature Engineering Techniques
โข Unit 10: Evaluating the Impact of Feature Engineering
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