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How to Create a Q-Q Plot in Python(With Examples)

June 26, 2021 by Saksh

Whenever you are working with statistical tools that require data to be normally distributed, then probably we quickly want to …

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How to Calculate SMAPE in Python

July 12, 2021May 31, 2021 by Ved

The Symmetric mean absolute percentage error (SMAPE or sMAPE) is used to measure accuracy based on percentage errors for dataset. …

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How to Calculate MAPE in Python

June 20, 2021May 31, 2021 by Ved

The mean absolute percentage error (MAPE) or mean absolute percentage deviation (MAPD) is used to measure prediction accuracy for a …

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How to Calculate Rolling Correlation in Python

June 6, 2021May 31, 2021 by Ved

Correlation are very much helpful for model prediction or forecasting if there is relationship exists. Rolling correlations are correlations between …

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How to Calculate Hamming Distance in Python (With Examples)

June 28, 2021May 21, 2021 by Saksh

The Hamming distance between two vectors is the number of positions at which the corresponding bits are different. For example, …

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Calculate Confidence Interval in Python(With Examples)

June 30, 2021May 21, 2021 by Saksh

Confidence interval can be used to estimate the population parameter with the help of an interval with some degree of …

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Cosine Similarity in Python – How to Calculate

September 4, 2021May 21, 2021 by Saksh

Cosine similarity measures the similarity between two vectors of an inner product space by calculating the cosine of the angle …

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How to Calculate Z-Score in Python

June 20, 2021May 21, 2021 by Saksh

In Statistics, a z-score indicates how many standard deviations away an element is from the mean. Use zscore() function from …

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Calculate Interquartile Range in Python

September 4, 2021May 19, 2021 by Saksh

The interquartile range (IQR) is a measure of variability, based on dividing a data set into quartiles. The values that divide each part …

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How to Make a Bell Curve in Python

May 19, 2021 by Saksh

The normal distribution is informally called a bell curve because it has bell shape structure. In this article, we will discuss …

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