Postgraduate Certificate in Feature Reduction Techniques
-- ViewingNowThe Postgraduate Certificate in Feature Reduction Techniques is a comprehensive course designed to equip learners with essential skills in data analysis and machine learning. This course focuses on teaching various feature reduction techniques that help to improve the efficiency and accuracy of machine learning models.
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Postgraduate Certificate in Feature Reduction Techniques:
โข Feature Selection
โข Feature Extraction
โข Dimensionality Reduction Techniques
โข Principal Component Analysis (PCA)
โข Linear Discriminant Analysis (LDA)
โข t-Distributed Stochastic Neighbor Embedding (t-SNE)
โข Autoencoders in Feature Reduction
โข Feature Reduction for Text Data
โข Evaluation Metrics for Feature Reduction
โข Real-world Applications of Feature Reduction Techniques
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