ClinchWorks
Explore a subject, work through the curriculum, and choose your next step.
Build an auditable text-to-tensor pipeline, implement miniature vocabulary and BPE algorithms, calculate embedding geometry, and debug padding, Unicode, and data leakage. Includes executable reference projects and worked solutions.
Develop the array and linear-algebra fluency required to reason about tensors and vectorized AI workloads. Detailed engineering lessons with worked calculations, complete CPU labs, failure diagnosis, independent challenges and instructor capstone assessment.
Master the art of building autonomous AI agents that accelerate web development. This professional-level course teaches you to design multi-agent systems, craft advanced prompts for code generation, integrate LLMs into full-stack applications, and deploy AI-augmented development pipelines. You'll complete a capstone project using AI agents to build a production-ready web application from scratch.
Master the art and science of building production-grade systems powered by LLMs. This professional-level course covers multi-agent architectures, complex tool use, prompt programming languages, and the design of reliable, scalable LLM applications. You will architect a complete multi-agent system from the ground up.
Learn to speak the language of AI. This course teaches you the fundamentals of prompt engineering-how to craft clear, effective instructions to get accurate, useful responses from Large Language Models like ChatGPT, Claude, and Gemini. No coding or AI background required.
Move from manual neural networks to production-relevant deep learning development with PyTorch. Detailed engineering lessons with worked calculations, complete CPU labs, failure diagnosis, independent challenges and instructor capstone assessment.
