Skill focus
Explore logging skills through published courses and learning paths at Clinch Works Academy.
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.
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.
Build reliable RAG systems from ingestion through grounded generation and evaluation. Expanded engineering lessons with worked examples, runnable local practice, failure investigation and evidence-based 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.
