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Explore the world of feature engineering in this comprehensive tutorial from PyCon US. Learn how to create and select features from raw data for data visualizations, rules-based automations, and machine learning models. Discover techniques for handling various data types, including discrete/categorical and continuous data. Master one-hot encodings for categories, text vectorization, and date manipulation. Gain practical skills to apply feature engineering in your projects, whether you're a data scientist, data analyst, or developer. By the end of this 2-hour 17-minute session, acquire the knowledge to effectively create features that enhance your data-driven initiatives.
Syllabus
Tutorials - Leah Berg, Ray: Feature Engineering is for Everyone!
Taught by
PyCon US