Code Grand Rounds
Track Cover Image
Machine Learning Algorithms
Status
Not started
Total track time
1 hour 25 minutes
Average lesson difficulty
Advanced
Lessons
4
Assessments
3
Certificate upon completion
Description
Predict hospital readmissions using a wide range of tree algorithms! These algorithms, like random forests and XGBoost are still state of the art machine learning approaches on many problems, so dive in here!
Hospital Readmissions and Tree Algorithms
Module 1
Executed Cells
Hospital Readmissions: Data Exploration
Hospital Readmissions: Decision Trees
Decision Trees Assessment
Hospital Readmissions: Random Forests
Random Forest Assessment
Hospital Readmissions: XGBoost
XGBoost Assessment
Heads up! Code Grand Rounds is undergoing a major overhaul. Watch for bugs!