Modules
Introduction to AI
Understanding Artificial Intelligence Applications of AI in daily life Brief history of AI...
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What is Prompt Engineering?
What is a prompt? Role of prompt engineering Examples of good vs. bad prompts...
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Crafting Effective Prompts
Clarity and specificity Iterative improvements Common pitfalls to avoid...
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Using Large Language Models (LLMs)
Understanding LLM architecture Tokenization and context length Practical examples with LLMs...
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Exploring Fine-Tuning
Overview of fine-tuning When fine-tuning is necessary Tools for fine-tuning...
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Multi-turn Conversations
Context management Carrying context across prompts Avoiding redundancy in multi-turn dialogues...
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Prompt Optimization
Chunking information Using system instructions Examples of prompt optimization...
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Testing and Evaluating Prompts
Defining success metrics Experimenting with variations Evaluating outputs systematically...
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Ethics in Prompt Engineering
Bias in AI-generated outputs Avoiding harmful instructions Responsible AI usage...
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Future of Prompt Engineering
Trends in AI development Automation of prompt engineering The expanding scope of AI applications...
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