Machine Learning Basics for Beginners
A platform to explore and apply machine learning techniques on various datasets.
MLBB is a platform designed to explore and apply machine learning techniques on various datasets. Users can experiment with different ML algorithms, gaining insights and developing innovative solutions. The platform supports data preprocessing, model training, and result visualization, making it a comprehensive tool for ML enthusiasts and professionals.
My contributions include developing core functionalities in TypeScript and Python, implementing data preprocessing pipelines, and creating interactive visualizations for model results. Additionally, I integrated Socket.IO for real-time training visualization, allowing users to monitor their ML model’s performance live. These enhancements have enabled users to better understand and apply machine learning concepts, improving their workflow efficiency and accuracy in developing ML models.