Support Vector Machine (SVM) basics and implementation in Python
Support vector machine (SVM) for prediction of heart disease. Learn SVM basics, model fitting, model accuracy, and interpretation
Make discoveries with your data
Recent posts
New good features in Python 3.9
Merge and update dictionaries, string methods, math functions, and readlink() function
Multicollinearity and variance inflation factor (VIF) in the regression model
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 basics and implementation in Python
Linear regression using statsmodels. Learn how to define, analyze and interpret the regression model.
Multiple ways to select rows, columns, and subsets 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?
Pandas groupby function to group column values into list
Group dataframe rows into a list based on a common element from one column
Python enumerate to simplify the looping
Python enumerate built-in function allows iterating over list and dictionary and helps to access its items along with index values
Python tuples
Python tuples initialization and operations
%in% and %notin% operators in R
Learn how to use %in% operator in R