Skill focus
Explore evaluation skills through published courses and learning paths at Clinch Works Academy.
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.
Build a complete feed-forward neural network from scratch and understand the full training pipeline. Detailed engineering lessons with worked calculations, complete CPU labs, failure diagnosis, independent challenges and instructor capstone assessment.
Learn only the CNN concepts necessary to understand vision models and multimodal systems. Detailed engineering lessons with worked calculations, complete CPU labs, failure diagnosis, independent challenges and instructor capstone assessment.
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.
