Make discoveries with your data

Create a line plot using pandas DataFrame (`pandas.DataFrame.plot.line`)

4 minute read

Create single and multiple line plots from pandas DataFrame. Learn how to use pandas plotting functions for creating grouped line plots.

Support Vector Machine (SVM) basics and implementation in Python

7 minute read

Implementation of Support vector machine (SVM) in Python for prediction of heart disease. Learn SVM basics, model fitting, model accuracy, and interpretation

Create scatter plots using Python (matplotlib `pyplot.scatter`)

4 minute read

Learn how to create 2D and 3D scatter plots from numerical arrays and pandas DataFrame using Python matplotlib package

Multicollinearity and variance inflation factor (VIF) in the regression model (with Python code)

4 minute read

Multicollinearity refers to the significant correlation among the independent variables in the regression model. Variance Inflation Factor (VIF) helps to dia...

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

Linear Regression Using Neural Networks (PyTorch)

5 minute read

Linear regression using PyTorch

Linear regression in Python (using sklearn and statsmodels)

6 minute read

A step-by-step article for performing linear regression using statsmodels. This article describes the background of linear regression, types of linear regres...