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A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.
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14
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Style pass on README: spacing, tables, bullet lists, breathing room
98dd9e7View on GitHubExpand training diagnostics appendix with practical additions
ad05722View on GitHubComprehensive style pass: break up dense paragraphs throughout
ccfffe1View on GitHubExpand topology into decision guide, add design patterns section
96ee78eView on GitHubAdd How to Use This section, fix anchor links, add missing topics
055a38eView on GitHubStyle pass: icons, spacing, intros, and key insight callouts
47bc1b3View on GitHubAdd landmark examples throughout, fix duplicate bias paragraph
1216a69View on GitHubGentler math onboarding with dot product and FOIL explainers
1bf1aceView on GitHubInitial commit — ML primer built from first principles
ef5683aView on GitHub