Prerequisites & knowledge map
Everything below is a concept Modern Machine Learning leans on that ISN'T taught inside the course itself — not the whole of another course, just the specific skills.
Calculus III — Multivariable Calculus
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Statistics
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Linear Algebra — Vectors, Matrices, and the Geometry of Data
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required
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College Algebra
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required
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Optimization
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required
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Discrete Mathematics I — Logic, Proof, and Structure
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required
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Probability
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required
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Advanced Linear Algebra
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required
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Digital Signal Processing
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required
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Deep Learning / Neural Networks
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Fourier Analysis
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required
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required
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required
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Advanced Multivariable Calculus
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required
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required
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