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Test Automation University

Intro to Testing Machine Learning Models

via Test Automation University

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Overview

Learn how to test machine learning models

Syllabus

  • Intro to Testing Machine Learning Models
  • Chapter 1 - What is Machine Learning?
  • Chapter 2.1 - Build a Machine Learning Model (Workflow Steps)
  • Chapter 2.2 - Build a Machine Learning Model (Colab)
  • Chapter 3 - Where do Testers Fit in Machine Learning?
  • Chapter 4 - Adversarial Attacks
  • Chapter 5.1 - Behavioral Testing (Concepts and Train NLP Model)
  • Chapter 5.2 - Behavioral Testing (Test the Model)
  • Chapter 6 - Fair and Responsible AI
  • Chapter 7 - Machine Learning Models in Production

Taught by

Carlos Kidman

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