Support Vector Machine (SVM) in Python
Implementation of Support vector machine (SVM) in Python for prediction of heart disease. Learn SVM basics, model fitting, model accuracy, and interpretation
Make discoveries with your data
Recent posts
Create scatter plots using Python (matplotlib pyplot.scatter)
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)
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)
Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation
Linear Regression Using Neural Networks (PyTorch)
Linear regression using PyTorch
Linear regression in Python (using sklearn and statsmodels)
This article explains background of the linear regression and how to perform a linear regression with a Python code.
Calculating residuals in regression analysis [Manually and with codes]
Learn to calculate residuals in regression analysis manually and with Python and R codes
DBSCAN clustering algorithm in Python (with example dataset)
Learn the basics of DBSCAN and implement DBSCAN clustering in Python
How to subset from pandas DataFrame?
This article explains how to select rows, columns, and a subset of pandas DataFrame using various indexing operations and pandas functions
Data handling and manipulation with Pandas
What is pandas?
How to replace column values in pandas DataFrame based on column conditions
Learn four methods to replace the column values in pandas DataFrame based on column conditions
How to unpivot pandas DataFrame (wide to long format)
Learn how to convert pandas DataFrame from wide to long format using melt() function
