Python

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.

Normal (Gaussian) Distribution with Python

Submitted by moazkhan on

In this tutorial you will learn:

  • What is a Gaussian Distribution?
  • Gaussian Distribution Implementation in python

Gaussian Distribution

Gaussian Distribution also known as normal distribution is a probability distribution that is symmetric about the mean and it depicts that that the frequency of values near the mean is greater as compared to the values away from the mean. Gaussian distributions are symmetrical while all symmetrical distributions are not Gaussian distributions.

Python Seaborn

Submitted by moazkhan on

In this tutorial you will learn:

  • What is a seaborn library?
  • Seaborn installation
  • How we can use it to plot graphs?

Seaborn library

Seaborn is a library using which we can make statistical graphs in Python. Seaborn is based on library “matplotlib”, it is utilized for creating static, animated and interactive visualization but since seaborn is more latest, interactive, flexible and easier to code with, hence it is more use friendly and preferred among the programmers.

NumPy Permutations

Submitted by moazkhan on

In this tutorial you will learn:

  • What is Random Permutation?
  • NumPy Permutation function
  • NumPy Shuffle function

Random Permutation

Permutation is a mathematical term and permutation of a set is defined as the arrangement of its elements in an sequence or a linear order and if it is already arranged then permutation is the rearrangement of its elements in another sequence. The number of permutations for a specific data set can be calculated using a formula.

NumPy Data Distribution

Submitted by moazkhan on

In this tutorial you will learn:

  • What is data distribution?
  • How data distribution is carried out in Numpy?

Data Distribution

A data distribution is a listing that shows all the possible values within the given intervals or data limits. It also tells the number of occurrences of each element. Usually the distributed data is ordered from lowest to highest or alphabetically and chart or graphs are used to represent it.

NumPy Selective Random

Submitted by moazkhan on

In this tutorial you will learn:

  • What is selective random?
  • NumPy choice() function
  • How to use choice() function

Selective Random

Selective random is a technique for random sampling in which the data set from which the sample has to be selected is dependent on the specific pre-defined values.

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