Welcome to Anthropic's educational courses. This repository currently contains five courses. We suggest completing the courses in the following order:

1. Anthropic API fundamentals - teaches the essentials of working with the Claude SDK: getting an API key, working with model parameters, writing multimodal prompts, streaming responses, etc.
2. Prompt engineering interactive tutorial - a comprehensive step-by-step guide to key prompting techniques. [AWS Workshop version]
3. Real world prompting - learn how to incorporate prompting techniques into complex, real world prompts. [Google Vertex version]
4. Prompt evaluations - learn how to write production prompt evaluations to measure the quality of your prompts.
5. Tool use - teaches everything you need to know to implement tool use successfully in your workflows with Claude.

Please note that these courses often favor our lowest-cost model, Claude 3 Haiku, to keep API costs down for students following along with the materials. Feel free to use other Claude models if you prefer.