| Monday August 23, 2021 |
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Introduction |
| Wednesday August 25, 2021 |
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Linear representations |
| Monday, August 30, 2021 |
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Vector spaces |
| Wednesday, September 01, 2021 |
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pre-Hilbert spaces |
| Wednesday, September 08, 2021 |
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Hilbert spaces |
| Monday September 13, 2021 |
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Orthogonality principle |
| Wednesday, September 15, 2021 |
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Orthobases |
| Monday September 20, 2021 |
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Orthobases |
| Wednesday September 22, 2021 |
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Midterm 1 |
| Monday September 27, 2021 |
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Non-orthogonal bases |
| Wednesday, September 29, 2021 |
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Non-orthogonal bases |
| Monday, October 4, 2021 |
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Regression |
| Wednesday October 06, 2021 |
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More on regression |
| Wednesday October 13, 2021 |
|
Representer theorem |
| Monday, October 18, 2021 |
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Reproducing Kernel Hilbert Spaces |
| Tuesday, October 19, 2021 |
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Office hours |
| Wednesday October 20, 2021 |
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More Reproducing Kernel Hilbert Spaces |
| Monday, October 25, 2021 |
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Even More Reproducing Kernel Hilbert Spaces |
| Wednesday, October 27, 2021 |
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Wrapping up Reproducing Kernel Hilbert Spaces |
| Monday, November 1, 2021 |
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Symmetric matrices - spectral theorem |
| Wednesday, November 3, 2021 |
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Singular value decomposition |
| Wednesday, November 10, 2021 |
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More singular value decomposition |
| Monday, November 15, 2021 |
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Even more singular value decomposition |
| Wednesday, November 17, 2021 |
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Even more singular value decomposition |
| Monday, November 22, 2021 |
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Numerical considerations |
| Tuesday, November 23, 2021 |
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Office hours |
| Monday, November 29, 2021 |
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More numerical stuff + learning |
| Wednesday, December 1, 2021 |
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Learning |
| Monday, December 6, 2021 |
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More learning |