ClinchWorks
Explore a subject, work through the curriculum, and choose your next step.
Learn requirements, APIs, databases, caches, distributed decisions and production trade-offs through worked examples, guided design exercises and a QuickLink capstone. Approximately 60 practice hours; timing is an estimate.
Build practical Terraform judgment through typed configuration, dependency graphs, local labs, modules, state and locking, secure CI, testing, drift, imports, refactoring, cost reviews, and a substantial provider-free capstone.
Implement and debug attention, multi-head layout, rotary positions, and transformer blocks using transparent NumPy experiments plus a complete optional PyTorch implementation. Includes causality tests, worked calculations, and an architecture capstone.
Learn JavaScript fundamentals and strict TypeScript from the beginning, then build and test a local browser task board with validated storage and safe rendering. Includes twelve teaching modules, a complete capstone, and a twenty-question final assessment.
