Feature Engineering Essentials
Learn how feature selection enhances machine learning model accuracy and how to effectively optimize your models.
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Getting started with Anaconda Notebooks
Instructor Introduction
What is Feature Engineering?
What is Feature Selection?
Importance of Feature Selection
Feature Selection Methods
Feature Selection in MLOps
Tools and Techniques
Exercise: Feature Selection in Action
What is Model Selection?
Model Evaluation Metrics
Operational Considerations for Model Selection
Techniques for Model Selection
Model Selection in MLOps
Exercise: Model Selection Using Python
End-to-End Model Development (Lab)
Summary
End of course survey
