https://github.com/anthropics/courses

Anthropic's educational courses
https://github.com/anthropics/courses

Last synced: 5 days ago
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Anthropic's educational courses

• Host: GitHub
• URL: https://github.com/anthropics/courses
• Owner: anthropics
• License: other
• Created: 2024-05-30T15:40:29.000Z (8 months ago)
• Default Branch: master
• Last Pushed: 2024-11-26T17:59:04.000Z (about 2 months ago)
• Last Synced: 2025-01-07T09:02:37.796Z (12 days ago)
• Language: Jupyter Notebook
• Size: 91.8 MB
• Stars: 8,581
• Watchers: 77
• Forks: 687
• Open Issues: 44
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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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](https://catalog.us-east-1.prod.workshops.aws/workshops/0644c9e9-5b82-45f2-8835-3b5aa30b1848/en-US)]

3. [Real world prompting](./real_world_prompting/README.md) - learn how to incorporate prompting techniques into complex, real world prompts. [[Google Vertex version](https://github.com/anthropics/courses/tree/vertex/real_world_prompting)] 

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.**