The best way to learn stats and data science is to actually do it. And to do it, you need datasets. One good place to find them is Kaggle. Here's how I find, download, and explore Kaggle datasets.
Data science is typically more of an art than a science, despite the name. You start with dirty data and an old statistical predictive model and try to do better with machine learning. Nobody checks ...