Prompt engineering for developers
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DeepLearning.AI · prompting, api, developers, foundations
AI educator
DAIR.AI Prompt Engineering Guide
A broad prompt engineering guide with many concrete examples and patterns.
Start with: Use the prompting techniques and RAG sections as a reference.
Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.
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DeepLearning.AI · prompting, api, developers, foundations
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AI Engineer · agents, ai engineering, developer tools, automation
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LangChain · agents, langgraph, llm orchestration, rag
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Hugging Face · agents, open models, tools, transformers
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LlamaIndex · rag, documents, agents, context augmentation
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Weaviate · vector search, rag, embeddings, hybrid search
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Pinecone · vector databases, rag, embeddings, search
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Anthropic · claude, prompting, ai literacy, workflows
Developers, researchers should start here when they need prompting, rag, reasoning, and agents. The strongest fit is a learner who wants material in these formats: guide, examples.
Use the prompting techniques and RAG sections as a reference. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
A broad prompt engineering guide with many concrete examples and patterns. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, and the related videos. If you need prompting, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
ChatGPT Prompt Engineering for Developers
DeepLearning.AI
|
Short course | Beginner | You want a short, structured intro to prompting for software tasks. |
|
OpenAI Cookbook
OpenAI
|
GitHub repo | Beginner to advanced | You need implementation examples rather than theory. |
|
Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
|
Learn Prompting
Sander Schulhoff
|
Guide | Beginner to intermediate | You need a broad prompt engineering reference. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
Hugging Face Agents Course
Hugging Face
|
Free course | Beginner to intermediate | You want a hands-on agent course that uses open-source tools. |
|
Anthropic Prompt Engineering Overview
Anthropic
|
Guide | Beginner to intermediate | You are building with Claude and want official prompting guidance. |
|
LangGraph Academy
LangChain
|
Free course | Intermediate | You want to build multi-step agent workflows with state. |
|
LlamaIndex Docs
LlamaIndex
|
Docs and examples | Intermediate | You need to connect LLMs to documents, data, and retrieval. |
|
Pinecone Learn: Retrieval-Augmented Generation
Pinecone
|
Guide | Beginner to intermediate | You need to understand the moving parts of RAG. |