Marcus Sena

A beginner-friendly tutorial on generating your own data for analysis and testing Marcus Sena · Follow Published in Towards Data Science · 7 min read · 10 hours ago — Photo by Alexandru-Bogdan Ghita on Unsplash Imagine you just coded a machine learning model and need to test it on specific scenarios, or you are publishing an academic paper about a custom data science solution but the available datasets have copyright limitations. On the other

Implement the K-Means algorithm from scratch with this step-by-step Python tutorial Marcus Sena · Follow Published in Towards Data Science · 8 min read · 12 hours ago — Image by the author using DALL-E. In this article, I show how I’d learn the K-Means algorithm if I’d started today. We’ll start with the fundamental concepts and implement a Python class that performs clustering tasks using nothing more than the Numpy package. Whether you are