AimatraAI Fluency: Framework & Foundations
Practice deciding when to use AI, communicating a task, and checking its output through the 4D framework.
Cost: Pricing not verified; check provider
AIMATRALAB / ACADEMY
Learn, explore, and work together
Selected learning resources for researchers, with courses, live sessions, and private classrooms as teachers publish them.
Curated from official sourcesStart with AI literacy, agents, and research tools. Course content and pricing are maintained by each provider.
A space for your classroomStudents join private classes by invitation. External teachers can apply to share resources and teach. Teaching workspace →
Start with concept lessons if you have no coding background. Prerequisites and costs are shown on each resource. Free materials do not include paid APIs or cloud compute.
ChatGPT Prompt Engineering for Developers
Work through Python examples of prompt iteration, summarization, text transformation, and a chatbot.
Cost: Pricing not verified; check provider
Machine Learning Crash Course
Explore regression, classification, data preparation, and model evaluation with interactive exercises.
Cost: Pricing not verified; check provider
AI Agents Course
Study agent concepts and build agents that use tools through guided practical units.
Cost: Pricing not verified; check provider
LLM Course
Learn Transformers, datasets, tokenization, and fine-tuning through the Hugging Face ecosystem.
Cost: Pricing not verified; check provider
生成式 AI 入门（微软中文版）
Start with generative AI concepts, prompting and application development.
Cost: 教材免费；模型 API/云服务可能收费 / Free material; API/cloud usage may cost extra
面向开发者的 LLM 入门教程（中文复现）
Community Chinese adaptations covering prompting, retrieval and evaluation.
Cost: 教材免费；模型 API/云服务可能收费 / Free material; API/cloud usage may cost extra
动手学大模型应用开发
Chinese practical lessons on model APIs, knowledge bases and RAG.
Cost: 教材免费；模型 API/云服务可能收费 / Free material; API/cloud usage may cost extra
动手学深度学习（中文版）
Learn training, evaluation, convolutional networks and attention with runnable code.
Cost: 教材免费；GPU/云算力可能收费 / Free material; compute may cost extra
Happy-LLM：从零开始构建大模型
Chinese lessons progressing from NLP and Transformers to LLM training.
Cost: 教材免费；GPU/云算力可能收费 / Free material; compute may cost extra
Hello-Agents：从零开始构建智能体
Chinese agent lessons covering tools, planning and workflows.
Cost: 教材免费；模型 API/云服务可能收费 / Free material; API/cloud usage may cost extra
AI Agents 入门（微软中文版）
Chinese learning materials on agent design patterns with Python exercises.
Cost: 教材免费；模型 API/云服务可能收费 / Free material; API/cloud usage may cost extra
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