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Dersin Haftalık Planı

Hafta Konu
1 Week 1

Remeinder: Motivation for Multivariate radom variables (Linear Algebra needed for the course, including matrices, linear transformation, singular value decomposition)

Reading instructions: Ch 1 and Appendix

Youtube: https://www.youtube.com/watch?v=XM4GU8hPoZs
2 Week 2

Remeinder: Motivation for Multivariate radom variables (Random Process and Stochastic Systems)

Reading instructions: Ch 3

Youtube: https://www.youtube.com/watch?v=TuTmC8aOQJE
3 Week 3

Remeinder: Multivariate radom variables (Probability, regression analysis, ANOVA)

Youtube:https://www.youtube.com/watch?v=g9ltdXVZzoc

https://en.wikipedia.org/wiki/Regression_analysis
4 Week 4

Introduction to Dynamic Programming

https://en.wikipedia.org/wiki/Dynamic_programming

https://www.youtube.com/watch?v=ybGbPeiXLe4&t=3s
5 Week 5

Linear/Nonlinear Kalman Filtering
6 Week 4
Particle Filtering

https://en.wikipedia.org/wiki/Particle_filter

https://www.youtube.com/watch?v=aUkBa1zMKv4
 
 
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