Compute the covariance matrix for the four numeric columns


Problem

The Dataset can be found on google or github code will have the columns below

Load the file 'iris.csv' using Python (pandas) on Jupyter Notebook and answer each of the following questions with clean Python codes and results separately.

1) Compute the Euclidean distance (using the four numeric attributes) for the 150 data points.
2) Compute the Manhattan distance (using the four numeric attributes) for the 150 data points.
3) Compute the covariance matrix for the four numeric columns.
4) Compute the correlation coefficient matrix for the four numeric columns.
5) Identify the two columns that have the strongest correlations.

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Computer Engineering: Compute the covariance matrix for the four numeric columns
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