Ridge and lasso regression
In this Persian tutorial, we work on the concrete dataset and run...
Ridge Regression vs. Lasso Regression: Which is the Best Fit?
Ridge and Lasso Regression are two popular techniques used in regression analysis...
Stepwise Regression
In this Persian tutorial, we work on the prostate cancer dataset and...
Defining Stepwise Regression: A Comprehensive Guide
Introduction In today’s data-driven world, machine learning models act as the backbone...
Dummy-Ordinal-Standardization
In this Persian tutorial, we have worked on the prostate cancer dataset...
Dummy Variable and Ordinal Variable – Understanding Data Standardization
Are you struggling with understanding the difference between dummy and ordinal variables?...
Linear regression: Prostate canser dataset
In this Persian tutorial, we work on the prostate cancer dataset and...
Linear Regression: Understanding the Basics in Machine Learning
Linear regression is a powerful tool for predictive modeling and analysis in...
Python Libraries: The Best Tools to Boost Your Productivity
Python is an open-source programming language that is widely used for web...
Libraries in Python
In this Persian tutorial, we will give a general explanation of libraries....