⚙️ Prompt Engineering Roadmap

📂 LLM Fundamentals (Tokens, Context Window, Temperature)
∟📂 Zero-Shot Prompting (Direct Instructions)
∟📂 Few-Shot Prompting (Examples in Prompt)
∟📂 Chain-of-Thought (Step-by-Step Reasoning)
∟📂 Role Prompting ("Act as a Senior Data Scientist")
∟📂 Self-Consistency (Generate Multiple → Vote Best)
∟📂 Tree-of-Thoughts (Explore Multiple Reasoning Paths)
∟📂 Generated Knowledge (Research Before Answering)
∟📂 Retrieval Augmented Generation (RAG)
∟📂 Automatic Prompt Optimization
∟📂 Structured Output (JSON, YAML, Tables)
∟📂 Multi-Turn Conversations (Memory/Context Management)
∟📂 Advanced Techniques (ReAct, Reflexion, DSP)
∟📂 Tools & Evaluation (Promptfoo, LangSmith)
∟📂 Projects (Build Prompt Library, A/B Test Prompts)
∟✅ Apply for Prompt Engineer / AI Specialist Roles

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