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Welcome to Anthropic's educational courses. This repository currently contains four courses. We suggest completing the courses in the following order:
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Welcome to Anthropic's educational courses. This repository currently contains four courses. We suggest completing the courses in the following order:
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1. [Anthropic API fundamentals course](./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.
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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.
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2. [Prompt engineering interactive tutorial](./prompt_engineering_interactive_tutorial/README.md) - a comprehensive step-by-step guide to key prompting techniques
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2. [Prompt engineering interactive tutorial](./prompt_engineering_interactive_tutorial/README.md) - a comprehensive step-by-step guide to key prompting techniques
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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)
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- [Google Vertex version](https://github.com/anthropics/courses/tree/vertex/real_world_prompting)
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4. [Prompt evaluations](./prompt_evaluations/README.md) - learn how to write production prompt evaluations to measure the quality of your prompts.
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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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3. [Real world prompting course](./real_world_prompting/README.md) - learn how to incorporate prompting techniques into complex, real world prompts
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4. [Writing prompt evaluations course](./evaluations/README.md) - learn how to write production prompt evaluations to measure the quality of your prompts.
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5. [Tool use course](./tool_use/README.md) - teaches everything you need to know to implement tool use successfully in your workflows with Claude.
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**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.**
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**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.**
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# Anthropic API fundamentals course
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# Anthropic API fundamentals
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A series of notebook tutorials that cover the essentials of working with Claude models and the Anthropic SDK including:
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A series of notebook tutorials that cover the essentials of working with Claude models and the Anthropic SDK including:
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* [Getting an API key and making simple requests](./01_getting_started.ipynb)
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* [Getting an API key and making simple requests](./01_getting_started.ipynb)
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# Writing prompt evaluations course
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# Prompt evaluations
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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.
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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.
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# Real world prompting course
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# Real world prompting
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Welcome to Anthropic's comprehensive real world prompting tutorial. This course is designed for experienced developers who have already dipped their toes into the world of prompt engineering, particularly those who have completed our comprehensive **[Prompt engineering interactive tutorial](../prompt_engineering_interactive_tutorial/README.md)**. If you haven't gone through that tutorial yet, we strongly recommend you do so before continuing, as it provides an in-depth exploration of various prompting techniques with hands-on exercises.
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Welcome to Anthropic's comprehensive real world prompting tutorial. This course is designed for experienced developers who have already dipped their toes into the world of prompt engineering, particularly those who have completed our comprehensive **[Prompt engineering interactive tutorial](../prompt_engineering_interactive_tutorial/README.md)**. If you haven't gone through that tutorial yet, we strongly recommend you do so before continuing, as it provides an in-depth exploration of various prompting techniques with hands-on exercises.
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# Tool use tutorial
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# Tool use
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Welcome to Anthropic's comprehensive tool use tutorial. Across six lessons, you will learn everything you need to know to implement tool use successfully in your workflows with Claude. We recommend that you start from the beginning with the [tool use overview](./01_tool_use_overview.ipynb), as each lesson builds on key concepts taught in previous ones.
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Welcome to Anthropic's comprehensive tool use tutorial. Across six lessons, you will learn everything you need to know to implement tool use successfully in your workflows with Claude. We recommend that you start from the beginning with the [tool use overview](./01_tool_use_overview.ipynb), as each lesson builds on key concepts taught in previous ones.
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