anthropics/courses

anthropics/courses

Description: Anthropic's educational courses

Language: Jupyter Notebook

License: NOASSERTION

Stars: 21804

Forks: 2299

Open issues: 89

Created: 2024-05-30T15:40:29Z

Pushed: 2025-11-13T20:40:51Z

Default branch: master

Fork: no

Archived: no

README:

Anthropic courses

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](./anthropic_api_fundamentals/README.md) - 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](./prompt_engineering_interactive_tutorial/README.md) - a comprehensive step-by-step guide to key prompting techniques. [AWS Workshop version] 3. [Real world prompting](./real_world_prompting/README.md) - learn how to incorporate prompting techniques into complex, real world prompts. [Google Vertex version] 4. [Prompt evaluations](./prompt_evaluations/README.md) - learn how to write production prompt evaluations to measure the quality of your prompts. 5. [Tool use](./tool_use/README.md) - 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.