Prompt & Context Engineering
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10 lessons3 levels1 capstone project
Engineer reliable model behavior by designing instructions, examples, structured outputs, context windows, retrieved evidence, memory, tool descriptions, and context-compaction strategies.
BASIC
- Prompting 101 | Code w/ Claude — Anthropic (25 min selected)
Learn a practical prompt anatomy: clear instructions, examples, constraints, formatting, iteration, and evaluation. - Introduction to Large Language Models — Google Cloud Tech (15 min selected)
Connect prompting to tokens, context windows, temperature, tuning, and application design. - Agents, Prompts & RAG — Stanford CS230 (25 min selected)
See prompting as part of a larger system that includes retrieval, tools, agents, and evaluation.
INTERMEDIATE
- Generative AI for Beginners — Microsoft
A deeper treatment of the same skill; use it to move from concept to working patterns. - Introduction to Generative AI — Google Cloud Tech
Apply Prompt & Context Engineering through the adjacent capability: Generative AI. - Transformers, the tech behind LLMs — 3Blue1Brown
Apply Prompt & Context Engineering through the adjacent capability: Generative AI.
ADVANCED
- Semantic Search with Pinecone — DataCamp
Extend Prompt & Context Engineering into senior/production practice through Embeddings. - Building Text Generation Applications — Microsoft Developer
Extend Prompt & Context Engineering into senior/production practice through Generative AI. - Getting Started with ADK — Google
Extend Prompt & Context Engineering into senior/production practice through Agent Context, Memory & State.