Dimensionality Reduction & Segmentation with Decision Trees | Python Code

🤝 Want your team maximizing Claude? I run 1:1 and team AI workshops for companies doing $1M+ per year: https://aibuilder.academy/yt/4vvoIA0MalQ This is the 3rd video in a series on decision trees. Here I build on the previous videos and discuss 2 uses of decision trees that go beyond making predictions. Series playlist: https://www.youtube.com/playlist?list=PLz-ep5RbHosUZTQsnTiqn45BrQ8WaTm9M More on Decision Trees: - Blog: https://medium.com/the-data-entrepreneurs/2-next-level-uses-of-decision-trees-80f60b3c61d9 - Example Code: https://github.com/ShawhinT/YouTube-Blog/tree/main/decision-tree/decision_tree_2-uses Intro - 0:00 2 Uses of Decision Trees - 1:27 Use 1) Reduce Predictor Count - 1:41 Example Code 1: Parsimonious Breast Cancer Detection - 4:28 Use 2) Predictor Segmentation - 10:07 Example Code 2: Sepsis Risk-based Age Segmentation - 12:43