AI Workflow: Feature Engineering and Bias Detection
- Data transforms and feature engineering
- This module will introduce you to skills required for effective feature engineering in today's business enterprises. The skills are presented as a series of best practices representing years of practical experience.
- Pattern recognition and data mining best practices
- This module will continue the discussion of skill related to feature engineering for practicing data scientists, with a focus on outliers and the use of unsupervised learning techniques for finding patterns.