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Week - 1
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Basic principal of counting, the concept of permutation and its applications, the concept of combination and its applications, binomial theorem |
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Week - 2
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Basic concepts about probability and probability axioms |
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Week - 3
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Conditional probability and Bayes's theorem, geometric probability problems |
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Week - 4
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The concept of random variable, probability function, probability density function |
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Week - 5
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Distribution function |
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Week - 6
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Expected value and moments, expected value of random variable and its variance, moment generating function and moments |
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Week - 7
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Bernoulli distribution, binomial distribution |
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Week - 8
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Hipergeometric distribution, geometric distribution |
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Week - 9
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Poisson distribution |
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Week - 10
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Uniform distribution, exponential distribution |
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Week - 11
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Relationship between Poisson distribution and exponential distribution |
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Week - 12
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Normal distribution and its features - I |
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Week - 13
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Normal distribution and its features - II |
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Week - 14
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Normal distribution and its features - III |
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