Artificial Intelligence

Level 2 - Application

Apply Advanced Prompt Engineering

Taught by Dr. Priya Nair

About This Challenge

Develop sophisticated prompt engineering skills for complex, production-quality AI applications. This challenge covers chain-of-thought prompting, few-shot learning, system prompts, and techniques for consistent, reliable outputs.

What You'll Learn

Apply advanced prompting techniques such as chain-of-thought and few-shot learning effectively
Design multi-step reasoning prompts that break complex problems into reliable substeps
Create well-structured system prompts tailored for specific business applications
Test and validate prompts systematically using evaluation frameworks and metrics
Build, organize, and maintain a reusable prompt library with version control practices

Challenge Content

26 lessons

Advanced Prompting Techniques

Beyond the Basics: Advanced Prompt Strategies

10 Min

Chain-of-Thought Prompting in Depth

8 Min

Advanced Few-Shot Learning Techniques

8 Min

Advanced Techniques Knowledge Check

10 Min

Apply Advanced Prompting Techniques

30 Min

Designing Multi-Step Reasoning Prompts

The Power of Prompt Chaining

10 Min

Prompt Chaining Architecture

8 Min

Meta-Prompting and Recursive Techniques

8 Min

Multi-Step Reasoning Knowledge Check

10 Min

Design a Prompt Chain Workflow

35 Min

System Prompt Design

Introduction to System Prompts

10 Min

System Prompt Architecture

8 Min

Advanced System Prompt Techniques

8 Min

System Prompt Design Knowledge Check

10 Min

Build a Production System Prompt

40 Min

Prompt Testing and Validation

Why Prompt Testing Matters

8 Min

Building Prompt Evaluation Frameworks

8 Min

Regression Testing and Version Control

7 Min

Testing and Validation Knowledge Check

10 Min

Create a Prompt Test Suite

30 Min

Prompt Libraries and Governance

From Personal Prompts to Team Assets

8 Min

Designing a Prompt Library Architecture

8 Min

Governance and Maintenance Practices

8 Min

Libraries and Governance Knowledge Check

10 Min

Build a Production Prompt Library

45 Min

Your Advanced Prompt Engineering Journey

5 Min

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Ratings & Reviews

Challenge Info

Level

Level 2 - Application

Subject

Artificial Intelligence

Progress

Rewards

Requirements

Completion of Prompt Engineering Fundamentals or equivalent experience
Access to an AI chatbot such as ChatGPT, Claude, or similar
Basic familiarity with prompt patterns like Role, Few-Shot, and Chain of Thought

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