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Coursera

Generative AI Course in Software Testing and Documentation

via Coursera

Overview

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This Generative AI in Software Testing, Security, and Documentation course equips you with the skills to automate critical stages of the software development lifecycle. Begin with AI-powered software testing—learn how to generate test cases automatically and detect code vulnerabilities across multiple programming languages. Understand how AI helps identify and fix security flaws in real time. Progress to documentation automation using Generative AI tools to create accurate, consistent project and API documentation. Explore how AI supports end-to-end documentation for full-stack applications with hands-on demos. To be successful in this course, you should have a basic understanding of software development practices, programming concepts, and technical documentation. By the end of this course, you will be able to: - Generate test cases and identify vulnerabilities using GenAI - Apply AI to fix security issues across diverse codebases - Automate API and project documentation with AI tools - Create full-stack software documentation using GenAI workflows Ideal for QA engineers, developers, and technical writers.

Syllabus

  • Generative AI in Software Testing and Security
    • Explore how Generative AI transforms software testing and security in this practical module. Learn AI-driven techniques for automated test case generation and vulnerability detection across multiple programming languages. Understand how AI identifies, analyzes, and helps fix security flaws in code. Gain hands-on experience through demos that showcase AI-generated test cases and real-time vulnerability fixes.
  • Generative AI for Software Documentation
    • Learn how Generative AI streamlines software documentation in this focused module. Explore AI techniques used for creating project and API documentation, and discover tools that automate content generation. Understand how AI can produce clear, consistent documentation for full-stack applications. Get hands-on with demos to generate end-to-end technical documentation efficiently.

Taught by

Priyanka Mehta

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4.1 rating at Coursera based on 15 ratings

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