AI: Agile with AI

AI: Agile with AI

by Pragmatic AI Labs

AI-Powered Software Development

Course Description

Welcome to the cutting-edge course on "AI-Powered Software Development"! This innovative program is designed to revolutionize the way you approach software development by harnessing the power of generative AI. In this course, you'll dive deep into the world of AI-driven innovation, learning how to leverage advanced technologies to streamline your development process, boost productivity, and unlock new realms of creativity in coding.

What Students Will Learn

  • Mastery of generative AI for rapid prototyping and idea iteration
  • Advanced prompt engineering techniques to guide AI models
  • Utilization of AI pair programming tools for enhanced productivity
  • Seamless integration of generative AI into DevOps workflows
  • Understanding of few-shot learning for teaching AI models new tasks
  • Application of AI in various software development scenarios

Pre-requisites

This course is designed to be accessible to a wide range of learners, from beginners to experienced software engineers. There are no specific prerequisites mentioned, making it an excellent opportunity for anyone interested in AI-powered software development to jump in and start learning.

Course Coverage

  • Introduction to generative AI and its applications in software development
  • Prompt engineering techniques and best practices
  • AI pair programming tools and their effective use
  • Integration of generative AI with DevOps principles
  • Few-shot learning for AI model adaptation
  • Practical applications of AI in software prototyping and iteration
  • Economic framework for understanding AI in software development
  • Agile concepts and their relation to AI-powered development
  • Effective technical communication in AI-driven projects
  • AIOps and its role in modern software development

Who This Course Is For

  • Software engineers looking to stay ahead of the curve in AI-driven development
  • Aspiring developers eager to learn cutting-edge techniques
  • Project managers interested in integrating AI into their development processes
  • Technology enthusiasts curious about the intersection of AI and software development
  • Professionals in any field looking to understand and leverage AI in their work

Real-World Applications

  • Accelerate software development cycles using AI-powered tools
  • Improve code quality and reduce bugs through AI pair programming
  • Enhance problem-solving capabilities by leveraging AI for ideation and prototyping
  • Streamline DevOps processes with AI integration
  • Stay competitive in the job market with cutting-edge AI development skills
  • Innovate in their respective fields by applying AI to software solutions
  • Improve team collaboration and communication in AI-driven projects

Syllabus

  1. About the Course

    • Introduction and instructor background
    • Economic framework for understanding AI
  2. Introduction to Agile Concepts

    • Historical origins of Agile and Waterfall planning
    • Toyota Way and foundational Agile concepts
  3. Developing Effective Technical Communication

    • Effective technical discussions and teamwork
    • Technical project management
    • Applied practice in developing a project plan
  4. Developing Effective AI Automation

    • AIOps and generative AI use cases
    • AI pair programming paradigm shift
    • Prompt engineering and practical AI applications
  5. Conclusion and Next Steps

    • Reflections on Cargo Cult Science and Agile
    • Real-world management insights
    • Course reflection and future directions
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