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move lessons to folders and add AWS PEIT

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Colt Steele MacBook
2024-09-04 18:42:54 -06:00
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README.md
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@@ -4,7 +4,7 @@ Welcome to Anthropic's educational courses. This repository currently contains f
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. 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 2. [Prompt engineering interactive tutorial](./prompt_engineering_interactive_tutorial/README.md) - a comprehensive step-by-step guide to key prompting techniques
3. [Real world prompting](./real_world_prompting/README.md) - learn how to incorporate prompting techniques into complex, real world prompts. A [Google Vertex version](https://github.com/anthropics/courses/tree/vertex/real_world_prompting) is also available. 3. [Real world prompting](./real_world_prompting/README.md) - learn how to incorporate prompting techniques into complex, real world prompts. An [AWS Workshop version](https://catalog.us-east-1.prod.workshops.aws/workshops/0644c9e9-5b82-45f2-8835-3b5aa30b1848/en-US) and a [Google Vertex version](https://github.com/anthropics/courses/tree/vertex/real_world_prompting) are also available.
4. [Prompt evaluations](./prompt_evaluations/README.md) - learn how to write production prompt evaluations to measure the quality of your prompts. 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. 5. [Tool use](./tool_use/README.md) - teaches everything you need to know to implement tool use successfully in your workflows with Claude.

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Welcome to Anthropic's comprehensive prompt evaluations course. Across nine lessons, you will learn everything you need to know to implement evaluations successfully in your workflows with the Anthropic API. We recommend that you start from the beginning with the [Evaluations 101](./01_intro_to_evals.ipynb) lesson, as each lesson builds on key concepts taught in previous ones. Welcome to Anthropic's comprehensive prompt evaluations course. Across nine lessons, you will learn everything you need to know to implement evaluations successfully in your workflows with the Anthropic API. We recommend that you start from the beginning with the [Evaluations 101](./01_intro_to_evals.ipynb) lesson, as each lesson builds on key concepts taught in previous ones.
## Table of contents ## Table of contents
1. [Evaluations 101](./01_intro_to_evals.ipynb) 1. [Evaluations 101](./01_intro_to_evals/01_intro_to_evals.ipynb)
2. [Writing human-graded evals with Anthropic's Workbench](./02_workbench_evals.ipynb) 2. [Writing human-graded evals with Anthropic's Workbench](./02_workbench_evals/02_workbench_evals.ipynb)
3. [Writing simple code-graded evals](./03_code_graded.ipynb) 3. [Writing simple code-graded evals](./03_code_graded_evals/03_code_graded.ipynb)
4. [Writing a classification eval](./04_code_graded_classification.ipynb) 4. [Writing a classification eval](./04_code_graded_classification_evals/04_code_graded_classification_evals.ipynb)
5. [Promptfoo for evals: an introduction](./05_prompt_foo_code_graded_animals/lesson.ipynb) 5. [Promptfoo for evals: an introduction](./05_prompt_foo_code_graded_animals/lesson.ipynb)
6. [Writing classification evals with promptfoo](./06_prompt_foo_code_graded_classification/lesson.ipynb) 6. [Writing classification evals with promptfoo](./06_prompt_foo_code_graded_classification/lesson.ipynb)
7. [Custom graders with promptfoo](./07_prompt_foo_custom_graders/lesson.ipynb) 7. [Custom graders with promptfoo](./07_prompt_foo_custom_graders/lesson.ipynb)