Gen AI for Code Generation for Python

Coursera MOOC / Non-credit USD 49
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Gen AI for Code Generation for Python

About this course

The Gen AI for Code Generation for Python course introduces practical techniques for using Generative AI to create Python code efficiently. This course is designed to help learners understand how AI tools can assist in writing everything from simple Python scripts to complete end-to-end applications. You will explore key methods for AI-assisted code generation, apply prompt strategies, and learn how to streamline development using generative models. By the course's conclusion, you will be able to: - Generate code with the help of the Generative AI tool - Implement strategies to design precise prompts for optimal code output - Analyze the quality and efficiency of the generated Python code - Create diverse Python projects using Gen AI's code-generation tools - Create diverse test scenarios using ChatGPT to cover various aspects of software functionality -Generate effective test cases with ChatGPT encompassing different use and potential edge cases -Evaluate the best practices in AI-driven code generation -Practice refining and optimizing generated code for real-world applications This course is tailored for freshers, Python developers, and coding enthusiasts eager to harness the power of Generative AI in their coding journey. Prior experience with Generative AI and Prompt Engineering concepts can provide a beneficial foundation for this course. Embark on a creative journey to enhance your proficiency in generating visually captivating Python code for a wide range of purposes.

What you'll learn

  • Generate Python code using Generative AI tools
  • Design effective prompts for optimal code generation
  • Analyze the quality and efficiency of AI-generated code
  • Create various Python projects with code generation techniques
  • Develop test scenarios using ChatGPT for software functionality
  • Generate effective test cases addressing edge cases in software

Course objectives

  • Explore methods for AI-assisted code generation
  • Streamline development processes using generative models
  • Evaluate best practices in AI-driven code generation
  • Refine and optimize AI-generated code for practical applications

Skills you'll gain

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