Probabilistic Systems Analysis and Applied Probability

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Probabilistic Systems Analysis and Applied Probability

Probabilistic Systems Analysis and Applied Probability

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workload

21h

premium access

7 days

created on

04/12/2017

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Syllabus:

Aula #1 - 1. Probability Models and Axioms
Aula #2 - 2. Conditioning and Bayes' Rule
Aula #3 - 3. Independence
Aula #4 - 4. Counting
Aula #5 - 5. Discrete Random Variables I
Aula #6 - 6. Discrete Random Variables II
Aula #7 - 7. Discrete Random Variables III
Aula #8 - 8. Continuous Random Variables
Aula #9 - 9. Multiple Continuous Random Variables
Aula #10 - 10. Continuous Bayes' Rule; Derived Distributions
Aula #11 - 11. Derived Distributions (ctd.); Covariance
Aula #12 - 12. Iterated Expectations
Aula #13 - 13. Bernoulli Process
Aula #14 - 14. Poisson Process I
Aula #15 - 15. Poisson Process II
Aula #16 - 16. Markov Chains I
Aula #17 - 17. Markov Chains II
Aula #18 - 18. Markov Chains III
Aula #19 - 19. Weak Law of Large Numbers
Aula #20 - 20. Central Limit Theorem
Aula #21 - 21. Bayesian Statistical Inference I
Aula #22 - 22. Bayesian Statistical Inference II
Aula #23 - 23. Classical Statistical Inference I
Aula #24 - 24. Classical Inference II
Aula #25 - 25. Classical Inference III
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Modules & lessons

Module 1: Probabilistic Systems Analysis and Applied Probability

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