8
Performance Evaluation
Advanced Data Science Programming
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Preface
About the Book
1
Advanced Programming
2
Modularization & OOP
3
API & Data Integration
4
Advanced Data Wrangling
5
Feature Engineering
6
Predictive Modeling
7
Interactive Visualization
8
Performance Evaluation
9
Deployment
10
MLOps & Monitoring
8
Performance Evaluation
Train/test split
Cross-validation
Evaluation metrics (AUC, RMSE, MAE, Precision/Recall, F1)
Overfitting & underfitting
Hyperparameter tuning
7
Interactive Visualization
9
Deployment