I’m excited to share my latest project, Machine Learning: From Zero to Hero, a Streamlit web application designed for anyone keen on exploring the fascinating world of machine learning.
This is a web app that serves as a comprehensive tool for understanding and applying machine learning concepts, featuring classification, regression, and clustering. This app features models and algorithms, implemented from scratch, that closely mirror the interface of scikit-learn. The app also produces visual results via Plotly plots so as to better understand how these models and algorithms work.
As someone passionate about machine learning, I wanted to create a tool that not only simplifies complex concepts but also provides hands-on experience. Whether you’re just starting out or looking to brush up on your skills, this app aims to be a valuable resource. In fact, the application also provides a documentation page that presents an in-depth description of the code implementation.
I’m eager to hear your feedback and suggestions. If you want to contribute to the project, feel free to fork, pull request, or raise issues on the GitHub repository!