ClinchWorks
Explore a subject, work through the curriculum, and choose your next step.
Master the engineering purpose and behavior of common activation functions without research-level derivations. Learn through explicit calculations, executable experiments, guided repairs and independently assessed changes.
Elevate your prompting skills to an engineering discipline. This course dives into advanced reasoning techniques, systematic prompt optimization, evaluation frameworks, and building robust prompt-based applications. You'll learn to measure prompt performance, use ReAct for agentic behavior, and mitigate bias and safety risks.
Understand and build agentic systems as controlled loops around models and tools. Expanded engineering lessons with worked examples, runnable local practice, failure investigation and evidence-based assessment.
Refresh only the engineering foundations required to build and ship AI systems; do not restart beginner material. Learn through explicit calculations, executable experiments, guided repairs and independently assessed changes.
Measure whether AI systems actually work, not just whether they produce impressive demos. Expanded engineering lessons with complete local practice, worked solutions, failure cases and instructor assessment.
Design scalable, reliable AI systems and defend architecture decisions in interviews and real engineering work. Expanded engineering lessons with complete local practice, worked solutions, failure cases and instructor assessment.
