Intro to Testing Machine Learning Models

Description

Syllabus:

• What is Machine Learning?
• Build a Machine Learning Model (Workflow Steps)
• Build a Machine Learning Model (Colab)
• Where do Testers Fit in Machine Learning?
• Adversarial Attacks
• Behavioral Testing (Concepts and Train NLP Model)
• Behavioral Testing (Test the Model)
• Fair and Responsible AI
• Machine Learning Models in Production