Category Archives: Classification

ML Zoomcamp 2023 – Machine Learning for Classification– Part 2

Data preparation The topics that we cover in this section are: Downloading the data First, we import all the necessary packages. Then, we can download our CSV file using the ‘wget’ command. When using Jupyter Notebook, it’s important to note that ‘!’ indicates the execution of a shell command, and the ‘$’ symbol, as seenContinue reading “ML Zoomcamp 2023 – Machine Learning for Classification– Part 2”

ML Zoomcamp 2023 – Machine Learning for Classification– Part 1

Churn prediction project In this project, we’re focusing on churn prediction for a telecommunications company. Consider a telecommunications company with a diverse customer base. Some of these customers are satisfied with the services they receive, while others are not. Those who are dissatisfied are contemplating terminating their contracts and switching to another service provider. WhatContinue reading “ML Zoomcamp 2023 – Machine Learning for Classification– Part 1”