@lokesh-15

Resume Classification Using Machine Learning and NLP (UpdatedResumeDataSet.csv – Kaggle)

May 19, 2025 · 3 min read · 🔍 Project Overview In this project, I built a Resume Classification System using Machine Learning and Natural Language Processing (NLP) techniques. The goal was to automatically classify resumes into categories like IT, HR, Healthcare, etc., based o...

Customer Segmentation using Clustering on the Online Retail Dataset

Apr 19, 2025 · 2 min read · Introduction Hey everyone! 👋I recently worked on an unsupervised machine learning project that focuses on clustering customers based on their purchase behavior using the Online Retail dataset. The goal was to segment customers so businesses can bett...

Smarter Predictions with Random Forest Regression | My Machine Learning Journey

Apr 13, 2025 · 3 min read · Introduction: Hey there!As part of my ML learning journey, I recently implemented a Random Forest Regression model — and I have to say, it was quite the experience! In this post, I’ll walk you through what Random Forest Regression is, how it improves...

Predicting Non-Linear Data with Decision Tree Regression | My Machine Learning Project

Apr 13, 2025 · 3 min read · Introduction: Hey everyone! 👋I recently completed a hands-on project using Decision Tree Regression, and I was amazed by how simple yet powerful this model is. In this article, I’ll explain what Decision Tree Regression is, why it works so well for...

Predicting Continuous Data with Support Vector Regression (SVR) | My ML Project Breakdown

Apr 13, 2025 · 3 min read · Introduction: Hello!I recently completed a hands-on project using Support Vector Regression (SVR), one of the coolest and most powerful regression techniques in the ML toolkit. In this post, I’ll walk you through what SVR is, why it’s different from...