ML Self-Taught OS — Karpathy Curriculum Notion Template

A complete Notion operating system built for self-taught ML engineers following Karpathy-style, from-scratch curricula. Track every build, experiment, paper, and concept in one organized workspace. Designed to take you from micrograd to nanoGPT and beyond — without losing the thread.

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• 9 linked databases covering projects, papers, experiments, resources, concepts, and weekly reviews — all cross-referenced
• Pre-loaded Karpathy curriculum roadmap with phase-by-phase checklists from prerequisites through research-frontier work
• Experiment Log with hypothesis tracking, loss recording, and outcome tagging so you actually learn from your runs
• Skills Matrix with 5-level confidence scoring and evidence linking — know exactly what you can build vs. what you've only heard of
• Paper Notes and Project templates with structured prompts for key insights, what broke, reproduction notes, and next iterations