AI Workflow: Feature Engineering and Bias Detection

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Syllabus

  • 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.

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