Indian Institute of Technology Kanpur

AI Prompt Engineering

Indian Institute of Technology Kanpur

Artificial Intelligence & Machine Learning

About Programme

Course Highlights

Learn how prompts using context and structured prompting techniques such as JSON, XML, and PRD-based workflows affect AI-generated outputs in modern artificial intelligence prompt engineering.
Develop a step-by-step approach to writing effective prompts using structured frameworks and practical prompting methodologies.
Understand practical prompt optimization methods designed to improve AI response accuracy, consistency, and output quality.
Learn prompt engineering through self-paced lessons created for beginners with no coding or technical AI background required.

Programme Content

Foundations of Prompt Engineering

Introduction to Prompt Engineering

  • Introduction to Prompt Engineering - AI as an Instruction Engine
  • Understanding How AI Interprets Prompts

  • Fundamental Principles of Effective Prompting

  • The RTCCE Framework for Structured Prompting
  • Structured Prompting - RTCCE Framework
  • Advanced Prompt Engineering and AI System Design

    Methods for Obtaining Consistent and Accurate Responses from AI

  • Methods for Obtaining Consistent and Accurate Responses from AI
  • Prompt Optimization and Iterative Prompting
  • Improve Prompt Consistency and Avoid Repetitive Work

  • Frameworks and Methodologies for Crafting Effective Prompts

  • Building Custom AI Agents and GPT Systems
  • Concept of Meta Agents
  • Process of Creating Meta Agents

  • Structured Prompting with JSON and XML

  • Structured Prompting - JSON and XML
  • Structured Prompting for Content and Media Generation
  • Benefits of Using JSON & XML Prompts
  • Structured Prompting - JSON (Deep Dive)

  • PRD-Based Prompting for AI Application Development

  • PRD-Based Prompting for Product Development
  • Structured Prompting - PRD-Based

  • Prompt Optimization and Token Efficiency

  • 8 Optimization Rules Designed to Refine Prompts
  • Importance of Efficient Prompt Engineering

  • Programme Benefits

    Structured Prompt Engineering Foundations

    Learn Prompt Engineering Using Structured Frameworks Like RTCCE, JSON, XML, and PRD-Based Prompting Methods Used in Modern AI Platforms and Artificial Intelligence Prompt Engineering Workflows
    Understand How Prompts, Instructions, and Context Influence AI-Generated Responses, Structured Outputs, and Response Consistency in Prompt Engineering

    Video-Based Learning

    This AI Prompt Engineering Course Is Designed for Beginners with No Coding, Technical, or Artificial Intelligence Background Required
    The Self-Paced Learning Format Allows Learners to Complete the AI Prompt Engineering Course Anytime and Revisit Lessons When Needed

    Practical AI Workflow Understanding

    This AI Prompt Engineering Course Is Designed for Beginners with No Coding, Technical, or Artificial Intelligence Background Required
    Gain Hands-On Exposure to Prompt Engineering Workflows Through Guided Examples, Structured Response Exercises, and Prompt Refinement Methods Designed for Prompt Engineering for Beginners

    Context and Instruction Design

    Explore How Instructions, Context, and Expected Outputs Work Together Within Structured Prompting Workflows
    Develop Practical Skills for Organizing Prompts to Generate More Accurate and Reliable Responses

    Prompt Optimization Techniques

    Learn Ways to Optimize Prompts to Ensure Better Quality Output from AI Technologies
    Practice Refining Prompts Using Organized Frameworks Designed to Improve How AI Systems Interpret Instructions and Context

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    Prashansa Uttam

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    Indian Institute of Technology Kanpur

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    https://www.iitk.ac.in
    Kanpur, India

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    AI Prompt Engineering | IIT Kanpur