Python

Pareto Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Pareto Distribution?
  • Pareto Distribution Implementation in python
  • Visualization of Pareto Distribution

Pareto Distribution

Pareto Distribution is a continuous power law distribution named after the famous 19th Century economist named Vilfredo Preto. Pareto Distribution is also known as Zipf distribution and as Riemann zeta distribution. It is commonly referred as Pareto Principle, “80-20” rule or Mathew Principle.

Rayleigh Distributon in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Rayleigh Distribution?
  • Rayleigh Distribution Implementation in python
  • Visualization of Rayleigh Distribution

Rayleigh Distribution

Rayleigh Distribution is a continuous probability distribution named after English Lord Rayleigh. This distribution is for non-negative random variables and it is essentially a chi square distribution with two degrees of freedom. Rayleigh distribution is used to model the wind speeds, wave heights and sound radiations.

Chi Square Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Chi Square Distribution?
  • Chi Square Distribution Implementation in python
  • Visualization of Chi Square Distribution

Chi Square Distribution

Chi Square Distribution (also known as Chi-Squared Distribution) is a continuous distribution formed by taking the sum of squared standard normal deviates, while a standard normal deviates is the random sample from the normal distribution. As in Chi Square Distribution, the values are squared, so the result produced are always positive.

Exponential Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Exponential Distribution?
  • Exponential Distribution Implementation in python
  • Visualization of Exponential Distribution

Exponential Distribution

Exponential Distribution is most widely used continuous distribution. The exponential distribution is concerned with amount of time until a specific event has occurred. As an example, the time elapsed between two pandemics or the time spent after last engine oil change of a vehicle can be modeled using exponential distribution.

Multinomial Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Multinomial Distribution?
  • Multinomial Distribution Implementation in python
  • Visualization of Multinomial Distribution

Multinomial Distribution

Multinomial Distribution is a probability distribution which is used to calculate the distributions of experiments involving two or more variables/ outcomes. Binomial Distribution is a type of Multinomial Distribution with only two outcomes for example head/ tail and true/ false.

Logistic Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Logistic Distribution?
  • Logistic Distribution Implementation in python
  • Visualization of Logistic Distribution

Logistic Distribution

Logistic distribution is a continuous distribution used for modelling growth and logistic regression. Its graphical representation replicates the normal distribution, belongs to symmetrical family of distribution and always have one peak. It has really simple cumulative distribution formula due to which it replicates normal distribution extremely well.

Ticket Booking System Using Python

Submitted by razormist on
Ticket Booking System with Source Code is a Python program that can book tickets in digital way. This program was only developed using Python language. The system is a simple console application, the user can access the system freely by just entering a certain keys. The user can add customer name, view PNR status, and generate the total booked ticket. The system contains all the basic

Rectangular Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is a Rectangular Distribution?
  • Rectangular Distribution Implementation in python
  • Visualization of Rectangular Distribution

Rectangular Distribution

Rectangular distribution is a distribution that has a constant probability, it is also known as uniform distribution. It is a family of symmetric probability distributions and the outputs of the distribution lies between certain bounds. These bounds are defined by two parameters which are the maximum and minimum values.

Poisson Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is a Poisson Distribution?
  • Poisson Distribution Implementation in python
  • Visualization of Poisson Distribution

Poisson Distribution

The Poisson distribution is the discrete probability distribution of the number of events occurring in a given time period, the average number of times the event occurs over that time period is known. The number of experiments in Poisson Distribution are always fixed.

Binomial Distribution in Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is a Binomial Distribution?
  • Binomial Distribution Implementation in python
  • Visualization of Binomial Distribution

Binomial Distribution

If the experiment can only have two outcomes in a certain situation with certain conditions and limitations, and we perform it multiple times, then the results obtained will produce a binomial distribution. For example, if we toss a coin, there can be only two possibilities, either the result will be head or it will be tail.
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