Course Content
Module 1: Introduction to AI in Test Automation
- Overview of AI and machine learning in testing
- Benefits and challenges of using AI in test automation
- Introduction to popular AI-powered testing tools
Module 2: Prompt Engineering
- Introduction to prompt engineering
- Best practices for crafting effective prompts
- Using prompts to generate test data, test cases, and test scripts
- Hands-on exercise: Crafting prompts for test automation
Module 3: GitHub Copilot
- Introduction to GitHub Copilot
- How Copilot uses AI to assist with coding
- Using Copilot to write test code
- Creation of custom prompts, chat modes, extensions, and test tools
- Hands-on exercise: Using Copilot to write test code and create custom prompts
Module 4: Usage of AI Models
- Overview of AI models for testing
- Using pre-trained models for testing
- Training custom models for testing
- Hands-on exercise: Using pre-trained models for testing
Module 5: Code Debugging/Refactoring using Copilot
- Using Copilot to debug test code
- Using Copilot to refactor test code
- Best practices for using Copilot in test code maintenance
- Hands-on exercise: Debugging and refactoring test code using Copilot
Module 6: AI Assisted Test Case Generation
- Overview of AI-assisted test case generation
- Using AI to generate test cases from requirements
- Using AI to generate test cases from user stories
- Hands-on exercise: Generating test cases using AI
Module 7: AI Assisted Test Automation
- Overview of AI-assisted test automation
- Using AI to automate test execution
- Using AI to analyze test results
- Hands-on exercise: Automating test execution using AI
Module 8: AI Assisted Solution Development
- Overview of AI-assisted solution development
- Using AI to generate code for test automation frameworks
- Using AI to generate code for building websites and accelerators
- Hands-on exercise: Generating code using AI
Module 9: MCP Servers Creation and Usage
- Introduction to MCP servers
- Creating and configuring MCP servers
- Using MCP servers for test automation
- Hands-on exercise: Creating and using MCP servers
Module 10: Chatbot Development using AI
- Introduction to chatbot development
- Using AI to build chatbots
- Integrating chatbots with testing workflows
- Hands-on exercise: Building a chatbot using AI
Module 11: AI Assisted Unit Tests Generation
- Overview of AI-assisted unit test generation
- Using AI to generate unit tests
- Integrating AI-generated unit tests with testing workflows
- Hands-on exercise: Generating unit tests using AI
Module 12: AI Assisted Development
- Overview of AI-assisted development tasks
- Using AI to generate code snippets
- Using AI to automate code reviews
- Hands-on exercise: Using AI to automate development tasks
QA AI Assisted Test Automation & Development
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