Programming with Generative AI

Overzicht

ABOUT THE COURSE:

Generative AI tools are being rapidly integrated into professional software development workflows because, for well-specified problems, they often (but not always!) write accurate code. To help students use generative AI tools effectively, this course teaches programming using such tools.

It develops two essential skills that are under-emphasised in traditional programming courses:

critiquing code (including AI-generated code) and asking clarifying questions.INTENDED AUDIENCE:

Primary:

Undergraduate Engineering students Secondary:

Computer Science facultyPREREQUISITES:

High-school MathematicsINDUSTRY SUPPORT:

IT Industry (e.g., Infosys, Wipro, Tata Consultancy Services)

Lesprogramma

• Introduction to Generative AI
Overview of Generative AI Tools
History and Evolution of AI in Programming
Importance and Application in Modern Software Development
• Fundamentals of Programming with AI
Understanding Input and Output
Basic Programming Constructs
Integrating AI in Code
• Critiquing AI-Generated Code
Identifying Errors and Inaccuracies
Code Optimization and Best Practices
Ensuring Code Quality and Maintainability
• Effective Use of AI Tools
Selecting the Right Tool for the Task
Understanding Tool Limitations
Real-world Case Studies and Examples
• Developing Problem-Solving Skills
Formulating Clear Problem Statements
Approaching Well-Specified Problems
Debugging with AI Assistance
• Asking Clarifying Questions
Techniques for Effective Inquiry
Refining Problem Specifications
Collaborating with AI for Optimal Solutions
• Ethical and Responsible AI Use
Understanding AI Bias and Fairness
Legal and Ethical Considerations
Privacy and Security in AI-Generated Code
• Industry Applications and Trends
Case Studies from IT Industry (Infosys, Wipro, TCS)
AI in Various Domains of Software Development
Future Trends in Generative AI
• Project and Evaluation
Hands-on Project using Generative AI
Peer Review and Code Critique Sessions
Final Assessment and Feedback
• Conclusion and Future Directions
Skills Recap and Real-world Application
Continuous Learning Paths in AI
Opportunities in Generative AI Careers

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Gegeven door

Prof. Viraj Kumar

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Vakgebieden

Computer Science