Undergraduate Certificate in Skillful Feature Engineering
-- ViewingNowThe Undergraduate Certificate in Skillful Feature Engineering is a vital course that equips learners with the essential skills required to excel in the field of data science and machine learning. This certificate program emphasizes the importance of feature engineering, a critical yet often overlooked aspect of model development.
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โข Feature Selection and Dimensionality Reduction
โข Data Preprocessing and Cleaning
โข Exploratory Data Analysis and Visualization
โข Supervised and Unsupervised Learning Techniques
โข Advanced Feature Engineering Techniques
โข Evaluation Metrics and Model Selection
โข Ethical Considerations in Feature Engineering
โข Reproducible Research and Collaboration
โข Deployment and Maintenance of Feature Engineering Pipelines
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