Undergraduate Certificate in Dynamic Feature Engineering
-- ViewingNowThe Undergraduate Certificate in Dynamic Feature Engineering is a compact course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of data science. This course emphasizes the importance of feature engineering, a critical aspect of data modeling that can significantly impact machine learning performance.
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Unit 1: Introduction to Dynamic Feature Engineering
Unit 2: Data Preprocessing for Dynamic Features
Unit 3: Time Series Analysis and Forecasting
Unit 4: Feature Engineering Techniques for Time Series Data
Unit 5: Advanced Feature Engineering: Interaction Features and Embeddings
Unit 6: Modeling and Evaluation for Dynamic Feature Engineering
Unit 7: Scalable Dynamic Feature Engineering with Spark
Unit 8: Real-time Dynamic Feature Engineering with Streaming Data
Unit 9: Machine Learning Applications with Dynamic Features
Unit 10: Advanced Topics: Deep Learning for Dynamic Feature Engineering
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