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A collection of 4 posts
Linear Algebra for AI: Find Your Path
academy

Linear Algebra for AI: Find Your Path

Most resources to learn Linear Algebra assume you're either a complete beginner or a math PhD. But real people are somewhere in between. That's why we created three paths—each designed for where you are right now.
10 Dec 2025 2 min read
Linear Algebra for AI: Path 1 – Foundation Builder
academy

Linear Algebra for AI: Path 1 – Foundation Builder

Path 1: Alicia - Foundation Builder. A complete guide for self-taught developers learning linear algebra for machine learning from scratch.
09 Dec 2025 8 min read
Linear Algebra for AI: Path 2 – Rapid Learner
academy

Linear Algebra for AI: Path 2 – Rapid Learner

Fast-track linear algebra for ML when you've seen the basics before but need to connect it all to machine learning. Linear Algebra for AI: Path 2: Beatriz (Rapid Learner).
09 Dec 2025 8 min read
Linear Algebra for AI: Path 3 –Theory Connector
academy

Linear Algebra for AI: Path 3 –Theory Connector

Rigorous linear algebra for researchers with strong math backgrounds transitioning into machine learning. Linear Algebra for AI: Path 3 - Theory Connector.
09 Dec 2025 9 min read
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