clinchworksacademy

Skill focus

logits

Explore logits skills through published courses and learning paths at Clinch Works Academy.

  1. Multi-Layer Neural Networks From Scratch

    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.

    Intermediate18–26 hoursArtificial IntelligencePremium access
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  2. Local LLM Engineering

    Run, inspect, benchmark, and engineer local LLM inference workflows. Includes detailed lessons, worked calculations, a complete offline reference project, debugging exercises, optional real-tool workflows and separate instructor assessment.

    Intermediate18–26 study hours including labsArtificial IntelligencePremium access
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