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Machine Learning Math
Math of ML book
Alejandro's Lectures
Epsilons
Epsilons, no. 6: What is that Σ?
The capital Greek sigma, that is, repeated addition
Jul 16, 2023
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Tivadar Danka
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Epsilons, no. 6: What is that Σ?
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Epsilons, no. 5: The QR decomposition
matrices + the Gram-Schmidt process = magic
May 9, 2023
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Tivadar Danka
20
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Epsilons, no. 5: The QR decomposition
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Epsilons, no. 4: The Gram-Schmidt process
Orthogonalizing bases since 1883
Apr 19, 2023
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Tivadar Danka
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Epsilons, no. 4: The Gram-Schmidt process
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Epsilons, no. 3: The LU decomposition
How determinants and matrix inverses are calculated
Mar 27, 2023
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Tivadar Danka
25
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Epsilons, no. 3: The LU decomposition
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Epsilons, no. 2: Understanding matrix multiplication
The geometric and algebraic interpretation of matrix products
Mar 13, 2023
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Tivadar Danka
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Epsilons, no. 2: Understanding matrix multiplication
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Epsilons, no. 1: The geometric series
One of my favorite formulas is the closed-form of the geometric series.I am amazed by its ubiquity: whether we are solving basic problems or pushing the…
Mar 8, 2023
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Tivadar Danka
28
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Epsilons, no. 1: The geometric series
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