Dr. James McCaffrey of Microsoft Research says decision trees are useful for relatively small datasets and when the trained model must be easily interpretable, but often don't work well with large ...
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.