Nov 3, 2025 路 7 min read 路 Project Goal This project aims to analyze a car fuel efficiency dataset and build regression models to predict fuel efficiency. We will explore different tree-based models, including Decision Tree, Random Forest, and XGBoost, and evaluate their perfo...
Join discussionOct 27, 2025 路 4 min read 路 Blog Post Outline: Building and Deploying a Lead Conversion Prediction Service Introduction: Briefly introduce the problem: Predicting lead conversion is crucial for businesses. Mention the goal: Build a web service to serve a pre-trained lead conv...
Join discussionOct 20, 2025 路 6 min read 路 Course Lead Scoring Project This blog post details the process and findings of a machine learning project aimed at predicting whether a potential lead for an online course will convert (enroll). Note: the project link is here 1. Data Loading and Prep...
Join discussionOct 15, 2025 路 7 min read 路 Classification Welcome to the data science lab! Today, we're diving into a real-world problem: predicting which potential customers are most likely to sign up for a service. We'll be using the Bank Marketing dataset to build a model that can score le...
Join discussionOct 7, 2025 路 5 min read 路 Modeling MPG: A Case Study in Stable Linear Regression for Car Fuel Efficiency Introduction: Why Predict Fuel Efficiency? For a recent project, I built a linear regression model to predict a car's fuel efficiency (MPG) based on core features like dis...
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