September 30, 2023

# Regression

Evaluating Success in Regression Models | by Can Benli | Sep, 2023 #### Evaluating Success in Regression Models | by Can Benli | Sep, 2023

With the wealth of data brought by the digital age, the business world is focusing on gaining...
What is Linear Regression ? Assumptions and Everything you need to know..! | by Praveen Raj | Sep, 2023 #### What is Linear Regression ? Assumptions and Everything you need to know..! | by Praveen Raj | Sep, 2023

Linear regression is a type of statistical analysis used to predict the relationship between two variables. It...
Understand Stepwise Regression In Machine Learning a Regression Analysis | by Mirko Peters | Sep, 2023 #### Understand Stepwise Regression In Machine Learning a Regression Analysis | by Mirko Peters | Sep, 2023

Regression analysis involves studying how one or more independent variables influence a dependent variable. These independent variables...
Regression Analysis in Machine Learning explained | by Mirko Peters | Sep, 2023 #### Regression Analysis in Machine Learning explained | by Mirko Peters | Sep, 2023

Before diving deep into the intricacies of regression models, it is essential to grasp the fundamental concepts...
Use Jax’s softmax function to predict on a multinomial regression problem | by Tracyrenee | Sep, 2023 #### Use Jax’s softmax function to predict on a multinomial regression problem | by Tracyrenee | Sep, 2023

In a recent post I discussed logistic regression algorithm’s use in making predictions on a binary classification...
Choosing the Right Regression Metric for Your Machine Learning Model | by Ashutosh Sahu | Analytics Vidhya | Aug, 2023 #### Choosing the Right Regression Metric for Your Machine Learning Model | by Ashutosh Sahu | Analytics Vidhya | Aug, 2023

Hello Everyone 👋, when developing regression models on our datasets, we must analyze the performance of the...
Choosing Between Mean Squared Error (MSE) and Mean Absolute Error (MAE) in Regression: A Deep Dive | by Nirajan Acharya | Aug, 2023 #### Choosing Between Mean Squared Error (MSE) and Mean Absolute Error (MAE) in Regression: A Deep Dive | by Nirajan Acharya | Aug, 2023

Introduction: In the realm of regression problems, selecting the right loss function is crucial for training accurate...
Logistic Regression: From Linear Relationships to Binary Classifications (with Full Explanation) | by SharkYun | Aug, 2023 #### Logistic Regression: From Linear Relationships to Binary Classifications (with Full Explanation) | by SharkYun | Aug, 2023

Intro Quick Recap of Linear Regression What is Logistic Regression Why Logistic Regression is powerful How to...
Exploring Medical Costs using Linear Regression: A Data-Driven Analysis | by Nanditapore | Aug, 2023 #### Exploring Medical Costs using Linear Regression: A Data-Driven Analysis | by Nanditapore | Aug, 2023

Introduction: Medical costs can often be a major concern for individuals and families. Predicting these costs can...