Make discoveries with your data

Violin plot in Python (using seaborn and matplotlib)

4 minute read

Learn how to create violin plots in Python (using seaborn and matplotlib package)

How to Split Data into Train and Test Sets in Python with sklearn

4 minute read

Learn how to split train and test datasets in Python using train_test_split() function from sklearn

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

3 minute read

This article explains how to create scatter plots using pandas DataFrame

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.

Decision tree algorithm for classifications (with illustrative example)

8 minute read

Detailed introduction to decision tree learning algorithms and how to construct a decision tree

Support Vector Machine (SVM) 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...