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How to Perform a One-Way ANOVA in Python

Last Updated: 04 July 2022

One-Way ANOVA in Python: One-way ANOVA (also known as "analysis of variance") is a test that is used to find out whether there exists a statistically significant differenc...read more

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How to Conduct a Paired Samples T-Test in Python

Last Updated: 28 February 2022

Paired sample T-test: This test is also known as the dependent sample t-test. It is a statistical concept and is used to check whether the mean difference between the two ...read more

Machine Learning

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How to Calculate Confidence Intervals in Python?

Last Updated: 20 February 2022

In this article, we will be looking at the different ways to calculate confidence intervals using various distributions in the Python programming language. Confidence inte ...read more

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How to Calculate Skewness and Kurtosis in Python?

Last Updated: 21 February 2022

Skewness is a statistical term and it is a way to estimate or measure the shape of a distribution. It is an important statistical methodology that is used to estimate the ...read more

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Disease Prediction Using Machine Learning

Last Updated: 24 March 2023

This article aims to implement a robust machine-learning model that can efficiently predict the disease of a human, based on the symptoms that he/she possesses. Let us loo...read more

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Visualizing the Bivariate Gaussian Distribution in Python

Last Updated: 07 November 2022

The Gaussian distribution(or normal distribution) is one of the most fundamental probability distributions in nature. From its occurrence in daily life to its applications...read more

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How to Plot Normal Distribution over Histogram in Python?

Last Updated: 21 April 2021

In this article, we will discuss how to Plot Normal Distribution over Histogram using Python. First, we will discuss Histogram and Normal Distribution graphs separately, a...read more

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How to implement linear interpolation in Python?

Last Updated: 10 May 2022

Linear Interpolation is the technique of determining the values of the functions of any intermediate points when the values of two adjacent points are known. Linear interp ...read more

Monte Carlo integration in Python

Last Updated: 10 March 2022

Monte Carlo Integration is a process of solving integrals having numerous values to integrate upon. The Monte Carlo process uses the theory of large numbers and random sam ...read more

How to Create a Poisson Probability Mass Function Plot in Python?

Last Updated: 13 January 2022

In this article, we will see how we can create a Poisson probability mass function plot in Python. In probability theory and statistics, the Poisson distribution is a disc...read more

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SciPy | Curve Fitting

Last Updated: 06 August 2022

Given a Dataset comprising of a group of points, find the best fit representing the Data.We often have a dataset comprising of data following a general path, but each data...read more

Machine Learning

sciPy stats.zscore() function | Python

Last Updated: 20 February 2019

scipy.stats.zscore(arr, axis=0, ddof=0) function computes the relative Z-score of the input data, relative to the sample mean and standard deviation. Its formula:Paramet...read more

Python scipy-stats-functions

scipy stats.kurtosis() function | Python

Last Updated: 20 June 2022

scipy.stats.kurtosis(array, axis=0, fisher=True, bias=True) function calculates the kurtosis (Fisher or Pearson) of a data set. It is the fourth central moment divided by ...read more

Python scipy-stats-functions

scipy stats.skew() | Python

Last Updated: 11 February 2019

scipy.stats.skew(array, axis=0, bias=True) function calculates the skewness of the data set. skewness = 0 : normally distributed.skewness 0 : more weight in the left tail...read more

Python scipy-stats-functions

sciPy stats.mean() function | Python

Last Updated: 10 February 2019

scipy.stats.mean(array, axis=0) function calculates the arithmetic mean of the array elements along the specified axis of the array (list in python). It's formula - Param...read more

Python scipy-stats-functions

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