The Anthropic courses repository is an educational resource collection maintained by Anthropic that provides structured learning materials for developers and practitioners working with Claude AI models. The repository is primarily composed of Jupyter Notebooks and contains five sequential courses designed to build competency from foundational concepts through advanced implementation patterns.
The curriculum begins with the Anthropic API fundamentals course, which covers essential practical skills including API key management, model parameter configuration, multimodal prompt construction, and response streaming. This foundational course is followed by a prompt engineering interactive tutorial that systematically teaches core prompting techniques through step-by-step guidance. This tutorial has been adapted for multiple platforms, with an AWS Workshop version available alongside the primary course materials. The third course, real world prompting, bridges theoretical knowledge and practical application by demonstrating how to integrate prompting techniques into complex production scenarios. A Google Vertex-specific version of this course is also maintained in the repository's vertex branch.
The fourth course focuses on prompt evaluations, teaching practitioners how to develop and implement production-grade evaluation frameworks for measuring prompt quality and effectiveness. The final course in the sequence covers tool use, providing comprehensive instruction on implementing tool integration successfully within Claude-based workflows. The repository explicitly recommends completing courses in this specific order to build knowledge progressively.
The repository's classification spans multiple domains including natural language processing, artificial intelligence, machine learning, deep learning, data science, algorithms, and computational thinking. It is categorized as course materials, curriculum development, lecture notes, study guides, and educational resources, reflecting its primary purpose as an academic and professional learning platform. The materials are designed to be accessible to students following along with examples, with an explicit note that courses favor Claude 3 Haiku, Anthropic's lowest-cost model, to minimize API expenses for learners. However, the materials remain flexible, allowing students to substitute other Claude models according to their preferences or requirements.
