Tag Archives: Binary Classification

ML Zoomcamp 2023 – Deep Learning – Part 5

This part is about Convolutional Neural Networks (CNN). In the last part we already touched this topic while we were using a pre-trained neural network. This part is a bit more about the theory. Convolutional neural networks Convolutional neural networks are mostly used for images and they consists of different kind of layers. Let’s imagineContinue reading “ML Zoomcamp 2023 – Deep Learning – Part 5”

ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 1

Credit Risk Scoring Project The project for this week involves credit risk scoring. Imagine you want to buy a mobile phone, so you visit your bank to apply for a loan. You fill out an application form that requests various details, such as your income, the price of the phone, and the loan amount youContinue reading “ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 1”