Linear Algebra for ML
Vectors, matrices, and gradients
Community course by @tensorgirl · Intermediate
Machine Learning Flashcards
Models, loss functions, and evaluation
Part 1 of 2 in Machine Learning Foundations
A practitioner-curated deck of ML concepts, failure modes, and interview prompts. Demo community course awaiting lessons.
- Artificial Intelligence
- Machine Learning
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About these lessons
Lessons for this course are still being authored.
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Series outline
- Machine Learning Flashcards This course
- Linear Algebra for ML
Keep reading
How the catalog, the scheduler, and your own cards fit together.
- Courses you can turn into cardsAdd a course, select a line, keep it as a flashcard.
- FSRS in plain EnglishWhat the scheduler predicts and why it asks two questions.
- Spaced repetition that adapts to youFSRS, presets, and the two-grade reviewer.
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