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1. 1▶Algorithmic High Dimensional Robust Statistics IFoundations of Data Science Boot CampNotes
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2. 2▶High Dimensional Geometry and Concentration IIFoundations of Data Science Boot CampNotes
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3. 3▶High Dimensional Geometry and Concentration IFoundations of Data Science Boot CampNotes
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4. 4▶Statistical Inference IIFoundations of Data Science Boot CampNotes
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5. 5▶Statistical Inference IFoundations of Data Science Boot CampNotes
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6. 6▶Stochastic Second Order Optimization Methods IIFoundations of Data Science Boot CampNotes
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7. 7▶Stochastic Second Order Optimization Methods IFoundations of Data Science Boot CampNotes
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8. 8▶Sampling for Linear Algebra, Statistics, and Optimization IIFoundations of Data Science Boot CampNotes
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9. 9▶Sampling for Linear Algebra, Statistics, and Optimization IFoundations of Data Science Boot CampNotes
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10. 10▶First-Order Stochastic OptimizationFoundations of Data Science Boot CampNotes
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11. 11▶MAE5790-4 Model of an insect outbreakNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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12. 12▶MAE5790-5 Two dimensional linear systemsNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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13. 13▶MAE5790-8 Index theory and introduction to limit cyclesNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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14. 14▶MAE5790-3 Overdamped bead on a rotating hoopNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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15. 15▶MAE5790-1 Course introduction and overviewNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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16. 16▶MAE5790-11 Averaging theory for weakly nonlinear oscillatorsNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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17. 17▶MAE5790-12 Bifurcations in two dimensional systemsNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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18. 18▶MAE5790-15 Chaotic waterwheelNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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19. 19▶MAE5790-14 Global bifurcations of cyclesNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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20. 20▶MAE5790-13 Hopf bifurcations in aeroelastic instabilities and chemical oscillatorsNonlinear Dynamics and Chaos - Steven Strogatz, Cornell UniversityNotes
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21. 21▶Mod-01 Lec-01 IntroductionComputer - Numerical OptimizationNotes
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22. 22▶Mod-02 Lec-02 Mathematical BackgroundComputer - Numerical OptimizationNotes
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23. 23▶Mod-02 Lec-03 Mathematical Background (contd)Computer - Numerical OptimizationNotes
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24. 24▶Mod-06 Lec-11 Line Search TechniquesComputer - Numerical OptimizationNotes
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25. 25▶Mod-06 Lec-12 Global Convergence TheoremComputer - Numerical OptimizationNotes
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26. 26▶Mod-03 Lec-05 One Dimensional Optimization (contd)Computer - Numerical OptimizationNotes
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27. 27▶Mod-04 Lec-06 Convex SetsComputer - Numerical OptimizationNotes
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28. 28▶Mod-04 Lec-07 Convex Sets (contd)Computer - Numerical OptimizationNotes
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29. 29▶Mod-05 Lec-08 Convex FunctionsComputer - Numerical OptimizationNotes
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30. 30▶Mod-05 Lec-09 Convex Functions (contd)Computer - Numerical OptimizationNotes
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