AI Courses

Generative AI For Software Testing

Course Description:

This comprehensive training program is designed to equip software developers, testers, as well as test managers, with the skills and knowledge necessary to leverage generative AI in software testing. Spanning 2 days, the course starts with foundational concepts of machine learning, neural networks, and generative AI.

Participants will gain insights into the impact of AI on software development and testing, exploring the potential of AI to augment tech jobs and enhance productivity across the entire Software Development Lifecycle. The course offers a balanced view, addressing not only the benefits but also the challenges associated with integrating AI into software testing.

Participants will learn to set up and master tools like ChatGPT, Bard, and GitHub Copilot, and dive deep into the nuances of generative AI prompt engineering. The course covers a broad spectrum of testing scenarios, including AI-driven testing for web and mobile apps, frontend testing with tools like Selenium and Cypress, as well as backend API testing. Additionally, the program explores the integration of AI into CI/CD pipelines. This course is a solid blend of theoretical knowledge and practical sessions, ensuring that participants leave with actionable skills and a deep understanding of how to effectively implement generative AI in various testing scenarios.

Who Should Attend?

This course is designed for those software developers, software test engineers, technical architects and other IT professionals with a good understanding of software development and testing who want to use AI and LLMs for software testing.

Prerequisites:

➜   Knowledge of computers and software testing.
➜   Ability to write test cases.
➜   Ability to write simple code in at least one programming language.
➜   Ability to work with command prompt/terminal on Windows, Mac or Linux.

Course outline:

Day 1

AI Foundation For Software Testing

  • Fundamentals of Machine Learning and Generative AI
    • Introduction to AI, ML, and Deep Learning.
    • Types of AI.
    • Introduction to Large Language Models (LLMs).
  • AI in Software Testing – Overview
    • AI and machine learning basics in software testing.
    • How to leverage AI for test case generation and optimization.
  • Prompt Engineering
    • What is prompt engineering?
    • Writing precise prompts for ChatGPT to get desired results.
  • AI Driven Testing
    • Overview of the system under test.
    • Planning and setup to build test suites for the application.
    • Plan and setup report generation.
    • Generating test data.
    • Writing unit tests.
    • Writing integration tests.
    • Migrating tests to different frameworks using generative AI.

Testing With Generative AI

  • Frontend
    • Using generative AI for frontend testing with Selenium and Cypress.
    • Testing apps built with frontend frameworks like ReactJS.
  •  Mobile
    • Mobile test case generation and mobile app testing.
  •  API
    • API test case generation and API testing.
    • Performance testing.
    • Load testing.
  • CI / CD
    • Using AI in CI/CD pipelines.
  • Custom GPTs
    • Implementing custom GPTs for testing.
  • Using Public LLMs like ChatGPT in Organizations
    • Challenges in data and IP protection.
    • Methods to protect confidential data.
  • Additional Notes
    • Course recap.
    • Closing notes.

Testimonials:

FAQ:

What is the duration and timings of this course?

NA ..

No. We do not provide any tools with this course.

Yes this certification is valid for lifetime.

No, we do not provide placement.

The maximum batch size is 20 members in one batch.

Yes post training support will be provided, you can contact the trainers for any queries which you may have.

No, coding is not a prerequisite.

We strongly recommend that the participants attend the batch which they have specifically registered for. There can be exceptions in case of emergencies but the difference in fee(if any) will have to be borne by the participant.

No we do not provide refunds upon cancellation.

Yes we can arrange for an in-house batch for your company given there are a minimum of 10 participants per batch.

generative ai

Instructor:

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Naveen Kumar

Program highlights:

Book your slot:

December 09-10, 2023

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