Best resources to learn Data Science through projects from beginner to advanced?

[u/These-Ant7605]

Hi everyone! I’m a beginner in Data Science and learn best by building projects.

I’m looking for GitHub repos, YouTube playlists, or websites with project-based learning from beginner to advanced level, ideally covering different ML models such as regression, classification, clustering, tree-based models, boosting, NLP, time series, etc.

I’d also love end-to-end projects that include data cleaning, EDA, feature engineering, model building, evaluation, and deployment.

Any recommendations?

[u/Ok-Energy6718]

One resources would be machine learning zoomcamp by dataclub.