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  • Kalpesh Agrawal

CS1 Topics

List of CS1 topics.

Probability Distribution


Different types of Discrete Probability Distributions

  • Uniform distribution

  • Bernoulli distribution

  • Binomial distribution

  • Negative binomial distribution (Type 1 and Type 2)

  • Geometric distribution

  • Hypergeometric distribution

  • Poisson distribution

Different types of Continuous Probability Distributions

  • Uniform distribution

  • Normal distribution

  • Lognormal distribution

  • Beta distribution

  • Gamma distribution

  • Chi-square distribution

  • Exponential distribution

  • t distribution

  • F distribution

The Poisson process

Monte Carlo simulation


Generating functions

  • Moment generating functions

  • Cumulant generating functions




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