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**Probability Theory Videos**

**Over 24 Hours-35 Topics**

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**The Probability Theory video covers 35 topics in over 24 hours. This video is made by working out numerous examples in easy to follow, logical steps. The topics covered in the video include principle of counting, expected values, Bayes' formula and more. Each topic is covered thoroughly to give a student the understanding to work out problems on their own. The video is a great resource and will insure studentâ€™s success.**

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**Topics in The Probability Video****1. Principle of Counting2. Permutations3. Combinations4. More Combination and Permutation problems5. Sample Space and Events6. Axioms of Probability7. Simple Propositions8. Sample spaces with equally likely outcomes9. Probability as a Continuous Set Function10. Conditional Probability11. Bayes' Formula12. Independent Events13. Random Variables14. Distribution Function15. Expected Values16. Expectation of a function of a Random Variable17. Variance18. Binomial Random Variables19. Properties of Binomials Random Variables20. Poisson Random Variable21. Geometric Random Variables22. Hypergeometric Random Variables23. Negative Binomial Random Variables24. lntro To Continuous Random Variables25. Expectation of a Continuous Random Variables26. Uniform Random Variables27. Normal Random Variables28. Jointly Distributed Random Variables29. Independent Random Variables30. Sum of Independent RV31. Conditional Distribution-Discrete Case32. Conditional Distribution-Continuous Case33. Expectation of Sums of Random Variables34. Covariance, Variance of Sums35. Chebyshev's Inequality and the weak law of large numbers**

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