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Course Code: IT 3193
28 Course Visits
Automation testing using playwright with AI product.
Course Sector:
Information Technology
Course Dates and Locations
Choose a date and location to book your seat
No.
Date
Days
Location
Fees
Enrollment
01
4 Days
Abu Dhabi, UAE $4,250
02
4 Days
Dubai, UAE $4,250
Introduction
Training course introducion / brief
In the world of modern web application development, ensuring the quality and reliability of products is essential. Automation testing has become a critical component of this process. Playwright, a powerful framework for web automation, offers a unique set of tools that facilitate testing across multiple browsers and devices. When integrated with Artificial Intelligence (AI) tools, this approach can provide enhanced capabilities for testing AI-powered web applications, optimizing test execution, and improving overall efficiency.
This course will introduce participants to Playwright, its features, and how it can be effectively used for automating tests of AI-driven products.
Course Objectives
At the end of the training course, participants will be able to
- Understand the fundamentals of automation testing and its importance in software development.
- Gain hands-on experience with the Playwright testing framework and its capabilities.
- Learn how to integrate Playwright with AI-based products for more efficient and intelligent testing.
- Explore techniques to automate testing for AI-driven web applications, including visual validation and data-driven testing.
- Learn best practices for scaling automation tests and handling complex AI features.
- Understand how to debug and maintain automated tests in a continuous integration pipeline.
Course Audience
Who is this course for, and can benefit the most
coming soon
Course Outline
The course aims and learning outcomes
Module 1: Introduction to Automation Testing
- What is Automation Testing?
- Benefits and Challenges of Automation Testing
- Overview of Automation Tools and Frameworks
- Introduction to Playwright
- Importance of Automation Testing in AI Products
Module 2: Getting Started with Playwright
- Installing Playwright and Setting Up the Environment
- Overview of Playwright Architecture
- Basic Concepts: BrowserContext, Page, ElementHandle
- Playwright Features: Cross-browser Testing, Headless Testing, Device Emulation
- Writing and Running Simple Tests with Playwright
Module 3: Advanced Playwright Techniques
- Handling Different Types of Elements: Buttons, Inputs, Dropdowns
- Advanced Selectors and XPath in Playwright
- Working with Multiple Pages and Frames
- Network Interception and Mocking APIs
- Screenshot and Video Recording for Test Validation
- Debugging Playwright Tests with Playwright Inspector
Module 4: Introduction to AI Products in Testing
- Overview of AI-Powered Web Applications
- Testing Challenges for AI-based Systems
- Common AI Features in Web Products (e.g., recommendation engines, natural language processing, computer vision)
- Types of AI Tests: Functionality, Usability, Performance
Module 5: Integrating Playwright with AI Products
- Techniques for Testing AI Algorithms and Models
- Automating Visual Testing in AI Products using Playwright
- Validating AI-driven Outputs through Automated Tests
- Data-Driven Testing for AI Features
- Playwright’s Role in End-to-End Testing of AI Applications
Module 6: Best Practices in Automation Testing for AI Products
- Writing Maintainable and Scalable Tests
- Handling Dynamic Content and AI-driven Changes
- Managing AI-specific Test Cases (e.g., performance, data accuracy, model validation)
- Best Practices for Debugging AI Automation Tests
- Continuous Integration and Test Automation Pipelines with Playwright and AI
Module 7: Case Study and Hands-on Project
- Real-World Application of Playwright with an AI Product
- Setting Up Test Scenarios for AI Features
- Group Work: Creating and Running Automation Tests for AI Features
- Reporting and Analyzing Test Results
Module 8: Conclusion and Q&A
- Summary of Key Takeaways
- Future Trends in Automation Testing for AI Products
- Open Q&A Session
- Final Thoughts and Course Wrap-up
Providers and Associations
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Boost certificate of completion
BOOST's Professional Attendance Certificate “BPAC” is always given to the delegates after completing the training course, and depends on their attendance of the program at a rate of no less than 80%, besides their active participation and engagement during the program sessions.
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Flexible deadlines
Customized dates accordance to your schedule
Shareable Certificate
Earn certificate upon completion
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Our Training programs are implemented by combining the participants' academic knowledge and practical practice (30% theoretical / 70% practical activities).
At The end of the training program, Participants are involved in practical workshop to show their skills in applying what they were trained for. A detailed report is submitted to each participant and the training department in the organization on the results of the participant's performance and the return on training. Our programs focus on exercises, case studies, and individual and group presentations.
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