Predict Game Outcomes with a Decision Tree
Ihor
Python
10 Chapters
0 Studying now
Build a Decision Tree classifier to predict basketball game outcomes (Win/Loss/Draw) using real match statistics. This hands-on project guides you through the full machine learning workflow: data exploration, preprocessing, model training, evaluation, interpretation, and making predictions.
Course description
Build a Decision Tree classifier to predict basketball game outcomes (Win/Loss/Draw) using real match statistics. This hands-on project guides you through the full machine learning workflow: data exploration, preprocessing, model training, evaluation, interpretation, and making predictions.
Technology
Python
Language
En
Rating
Chapters
10
Setup and Data Loading
Data Exploration
Data Preparation
Train-Test Split
Build and Train the Model
Model Evaluation
Model Interpretation
Custom Prediction Function
Model Improvement
Summary and Next Steps
0%
Setup and Data Loading
Data Exploration
Data Preparation
Train-Test Split
Build and Train the Model
Model Evaluation
Model Interpretation
Custom Prediction Function
Model Improvement
Summary and Next Steps
