课程: Probability Foundations for Data Science
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Binomial distribution
- [Instructor] In this video, I will expand upon the concepts you learned with the Bernoulli distribution to show you how the binomial distribution works. The binomial distribution works with discrete random variables where there are only two possible values that are denoted with a 1 for success and a zero for failure. This time though, there can be one or more Bernoulli trials conducted for the experiment. Hence, the focus of this distribution is determining how many successes there are in a defined number of trials. Remember, if there's only one trial, then you will use the Bernoulli distribution since it is much simpler and easier to use. The binomial distribution is represented by the following variables: n represents the total number of trials conducted, p represents the probability of success for a given trial, q represents the probability of failure for a trial, and k represents the number of successes amongst the total number of trials conducted. The binomial distribution is…
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Discrete distributions: Introduction1 分钟 58 秒
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Discrete uniform distribution4 分钟 34 秒
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Bernoulli distribution4 分钟 48 秒
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Binomial distribution7 分钟 20 秒
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Negative binomial distribution7 分钟 42 秒
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Geometric distribution4 分钟 27 秒
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Hypergeometric distribution10 分钟 6 秒
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Poisson distribution5 分钟 19 秒
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