reduction: videos

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1. 1▶17.10.2024: Nonlinear Dimension Reduction – Connection to StatisticalMechanics (Part 1)Machine Learning and PhysicsNotes
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2. 2▶17.10.2024: Nonlinear Dimension Reduction – Connection to Statistical Mechanics (Part 2)Machine Learning and PhysicsNotes
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3. 3▶07.11.2024: Discriminative & Generative Methods: QDA, CART (Part 2)Machine Learning and PhysicsNotes
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4. 4▶15.10.2024: Course Intro to ML and PhysicsMachine Learning and PhysicsNotes
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5. 5▶15.10.2024: Linear Dimension Reduction – Principal Component AnalysisMachine Learning and PhysicsNotes
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6. 6▶22.10.2024: Nonparametric Density EstimationMachine Learning and PhysicsNotes
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7. 7▶22.10.2024: Cluster Analysis / Mean ShiftMachine Learning and PhysicsNotes
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8. 8▶31.10.2024: Cross-Validation, Double Descent (Part 1)Machine Learning and PhysicsNotes
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9. 9▶31.10.2024: Cross-Validation, Double Descent (Part 2)Machine Learning and PhysicsNotes
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10. 10▶05.11.2024: Statistical Decision Theory (Part 1)Machine Learning and PhysicsNotes
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11. 11▶Solving a system of linear equations | Geometric Linear Algebra 13 | NJ WildbergerA first course in Linear Algebra - N J WildbergerNotes
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12. 12▶Linear algebra with polynomials | Geometric Linear Algebra 19 | NJ WildbergerA first course in Linear Algebra - N J WildbergerNotes
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13. 13▶The geometry of a system of linear equations | Geometric Linear Algebra 18 | NJ WildbergerA first course in Linear Algebra - N J WildbergerNotes
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14. 14▶WildLinAlg17: Rank and Nullity of a Linear TransformationA first course in Linear Algebra - N J WildbergerNotes
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15. 15▶WildLinAlg16: Applications of row reduction IIA first course in Linear Algebra - N J WildbergerNotes
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16. 16▶WildLinAlg14: More row reduction with parametersA first course in Linear Algebra - N J WildbergerNotes
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17. 17▶WildLinAlg15: Applications of row reduction (Gaussian elimination)A first course in Linear Algebra - N J WildbergerNotes
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18. 18▶WildLinAlg10: Equations of lines and planes in 3DA first course in Linear Algebra - N J WildbergerNotes
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19. 19▶WildLinAlg12: Generalized dilations and eigenvectorsA first course in Linear Algebra - N J WildbergerNotes
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20. 20▶WildLinAlg5:Change of coordinates and determinantsA first course in Linear Algebra - N J WildbergerNotes
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