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Unraveling the Mysteries of Neural Networks and Deep Learning

Dec 6, 20243 min read

Imagine trying to teach a computer to recognize your best friend in a crowd, or to understand when you’re feeling happy or sad just by looking at your...

Unraveling the Mysteries of Neural Networks and Deep Learning

Building A House Price Prediction Model

Nov 27, 20241 min read

Introduction Buying or selling a house can be overwhelming, especially when determining a fair price. Many people face challenges deciding the right...

Building A House Price Prediction Model

Decision Trees and Ensemble learning

Nov 5, 20241 min read

Mastering Decision Trees & Ensemble Learning: ML Zoomcamp Week 6 Recap This week’s ML Zoomcamp was all about Decision Trees and Ensemble Learning, key...

Decision Trees and Ensemble learning

Evaluating Machine Learning Model

Oct 22, 20241 min read

I tackled a bank dataset detailing customer churn, aiming to build a model that predicts the likelihood of a customer churning. This insight is vital...

Evaluating Machine Learning Model

Machine learning classification

Oct 15, 20242 min read

Machine Learning Classification: A Brief Overview Machine learning classification is a supervised learning task where the goal is to predict the class...