Generative AI Workshop for Software Testers

About the program

This workshop aims to equip software testers with foundational knowledge and practical skills in applying generative AI for their work. 

Workshop duration – 8 Hours

Total Days - 2

Date- 29th March 2024 (7:00 pm - 10:00 pm) and 30th March 2024 (5:00 pm - 10:00 pm)

Target Audience: Software testers of all levels, with basic hands-on experience in automation and coding preferred.

Module 1: Introduction to Generative AI (2 hours)

• What is Generative AI? Differentiating it from other AI types.
• Key Concepts: Deep learning, adversarial networks, natural language processing (NLP).
• Real-world applications of Generative AI in various industries.
• Impact of Generative AI on software testing landscape.

Module 2: Generative AI in Software Testing (2 hours)

• Use cases for Generative AI in different testing phases (unit, integration, system).
  
• Automated Test Case Generation:
• Techniques for generating diverse and edge cases.
• Tools and platforms available for automatic test case generation.
• Synthetic Data Generation:
• Strategies for generating realistic and relevant test data.
• Applications in API testing, security testing, and performance testing.
• AI-powered Bug Detection and Reporting:
• Anomaly detection algorithms for identifying potential issues.
• Generative models for describing bugs and suggesting fixes.

Module 3: Hands-on Session (2 hours)

• Participants will work on practical exercises applying generative AI tools for:
  
• Generating basic test cases from user stories or API specifications.
• Creating synthetic data for specific test scenarios.
• Experimenting with anomaly detection models for bug identification.

Module 4: Future of Generative AI in Testing (1 hour)

• Emerging trends and advancements in generative AI for software testing.
  
• Ethical considerations and challenges of using AI in testing.
• Skills and tools software testers need to prepare for the future

Workshop Takeaways:

• Hands-on experience with generative AI tools for software testing.
• In-depth understanding of the potential and limitations of generative AI.
• Strategies for integrating generative AI into existing testing practices.
• Future-proof skillset to adapt to the evolving landscape of software testing.

For more details please visit: https://ataevents.org/generative-ai-for-software-testers/