Probability Distributions (Binomial and Bernoulli Distributions)
Explore the concepts of Binomial and Bernoulli distributions within probability. Understand their definitions, formulas, and applications to discrete random variables. Gain insight into how these distributions model success and failure scenarios, supporting foundational knowledge for data science and statistical analysis.
What are probability distributions ?
Probability distribution is a summary of probabilities associated with all the possible outcomes of a random variable X. Probability Distributions have a particular shape that has properties like Mean(Expected Value), Variance, Skewness and Kurtosis.
Example
When we roll a fair dice, the probability of each outcome ...