Predict Water Availability in Sierra Leone With Random Forests

Predict Water Availability in Sierra Leone With Random Forests

Learn to predict water availability in Sierra Leone using random forest models with tidymodels in this 45-minute screencast. Explore data manipulation, visualization, and machine learning techniques as you work with #TidyTuesday water source data. Follow along step-by-step to build, evaluate, and interpret models, covering topics such as data preparation, feature engineering, model tuning, and variable importance. Gain practical insights into applying data science methods to real-world environmental challenges and enhance your R programming skills.