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Before Starting
Readme
About This Course
Course Outline
Foundations of Generative AI & Prompting
Introduction to LLMs, the Mechanics of LLMs, and the Fundamentals of Prompt Engineering
Model Configurations and Output Parameters
Essential Prompting Strategies
Shot Prompting (Zero-Shot, One-Shot, and Few-Shot)
System Instruction Prompting (Role-playing and Persona setting)
Delimiter Prompting (Structuring inputs for clarity)
Advanced Reasoning & Logic Techniques
COT Prompting
Consistency and Self-Consistency Prompting
Plan and Solve Promting
Chain of Draft Prompting
Prompt Orchestration & Refinement
System 2 Attention Prompting
Prompt Chaining
Meta Prompting
Multimodal & Applied Prompting
Multi Modal Prompting
RAG Prompting
Image Generation Model Prompting
Video Generation Model Prompting
Security & Robustness
Adversarial Prompting: Jail breaking, Prompt Injection & Other Adversarial Techniques
Prompt Management
Prompt Management
Prompt Management - Planning Phase
Prompt Management - Drafting Phase
Prompt Evaluation , Versioning and Storage
DeepEval
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