Machine Learning

Handling Class Imbalance using Sklearn Resample

Last updated: 5th Dec, 2023 The class imbalance problem in machine learning occurs when the classes in a dataset are…

2 years ago

Ordinary Least Squares Method: Concepts & Examples

Last updated: 5th Dec, 2023 Regression analysis is a fundamental statistical technique used in many fields, from finance, econometrics to…

2 years ago

Different Types of CNN Architectures Explained: Examples

Last updated: 4th Dec, 2023. In the fast-paced world of computer vision and image processing, the problem of image classification…

2 years ago

Logit vs Probit Models: Differences, Examples

Logit and Probit models are both types of regression models commonly used in statistical analysis, particularly in the field of…

2 years ago

Linear Regression Cost Function: Python Example

Linear regression is a foundational algorithm in machine learning and statistics, used for predicting numerical values based on input data.…

2 years ago

KNN vs Logistic Regression: Differences, Examples

In this blog, we will learn about the differences between K-Nearest Neighbors (KNN) and Logistic Regression, two pivotal algorithms in…

2 years ago

AIC in Logistic Regression: Formula, Example

Have you as a data scientist ever been challenged by choosing the best logistic regression model for your data? As…

2 years ago

30+ Logistic Regression Interview Questions & Answers

Last updated: 29th Nov, 2023 This page lists down the practice tests / interview questions and answers for Logistic regression in…

2 years ago

Classification Problems in Machine Learning: Examples

In this post, you will learn about some popular and most common real-life examples of machine learning (ML) classification problems.…

2 years ago

Learning Curves Python Sklearn Example

Last updated: 26th Nov, 2023 In this post, you will learn about how to use learning curves to assess the…

2 years ago