machine learning

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…

5 months 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.…

5 months 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…

5 months ago

Python – How to Create Scatter Plot with IRIS Dataset

Last updated: 1st Dec, 2023 In this blog post, we will be learning how to create a Scatter Plot with…

5 months 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…

5 months 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…

5 months ago

Difference: Binary vs Multiclass vs Multilabel Classification

Last updated: 28th Nov, 2023 There are three main types of classification algorithms when dealing with machine learning classification problems:…

5 months 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.…

5 months 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…

5 months ago

Procurement Analytics Use Cases Examples

Last updated: 26th Nov, 2023 The procurement analytics applications is seeing tremendous growth in last few years. With so much…

5 months ago

XGBoost Classifier Explained with Python Example

Among the myriad of machine learning algorithms and techniques available with data scientists, one stands out for its exceptional performance…

5 months ago

Data Science Explained: Framework, Methods, Examples

What is data science? This is a question that many people who are planning to start learning data science are…

5 months ago

Bagging Classifier Python Code Example

Last updated: 25th Nov, 2023 Bagging is a type of an ensemble machine learning approach that combines the outputs from…

5 months ago

Activation Functions in Neural Networks: Concepts, Examples

Last updated: 24th Nov, 2023 The activation functions are critical to understanding neural networks. There are many activation functions available…

5 months ago

PCA Explained Variance Concepts with Python Example

Last updated: 24th Nov, 2023 Dimensionality reduction is an important technique in data analysis and machine learning that allows us…

5 months ago

R-squared & Adjusted R-squared: Differences, Examples

There are two measures of the strength of linear regression models: adjusted r-squared and r-squared. While they are both important,…

5 months ago