AI

AI-Ready Data Explained with Examples

AI-ready data usually refers to data that has been prepared in such a way that it can be effectively used…

3 months ago

AI-assisted Software Development: Tools & Processes

In the rapidly evolving landscape of software development, the integration of artificial intelligence (AI) and generative AI (Gen AI) is…

3 months ago

Machine Learning Models Solution Design: Examples

This blog is crafted for data scientists, machine learning (ML) and software engineers, business analysts / product managers, and anyone…

4 months ago

Data Science Competitions on Different Online Platforms

Data science / Machine Learning is an ever-evolving field, and competitions provide a great way for beginners / practitioners to…

4 months ago

Introducing Our New Data Science & AI Trends Page

We are thrilled to announce the launch of our dedicated Data Science and AI Trends page at VitalFlux.com! This new…

4 months ago

Linear Regression in Machine Learning: Python Examples

Last updated: 15th Dec, 2023 In this post, the linear regression concepts in machine learning is explained with multiple real-life…

5 months ago

Random Forest Classifier – Sklearn Python Example

Last updated: 13th Dec, 2023 A random forest classifier is an ensemble machine learning method which is used for classification…

5 months ago

Feature Scaling in Machine Learning: Python Examples

While training machine learning models, we come across the need for scaling features in order to have different features contribute…

5 months ago

Confusion Matrix Concepts, Python Code Examples

The confusion matrix is an essential tool in the field of machine learning and statistics for evaluating the performance of…

6 months ago

R-squared in Linear Regression Models: Concepts, Examples

In linear regression, R-squared (R2) is a measure of how close the data points are to the fitted line. It…

6 months ago