key = {df =’dataframe’, pd = ‘pandas’, np =‘numpy’, plt =‘matplot’, sns='seaborn'}
Miscellaneous
Model Viability
Evaluation
Accuracy
AUC
Cross-Validation
Vectorization
Gradient Boosting and XGBoost
Regularization
Dimensionality reduction algorithms
Time Series
Ensemble
Explainable AI (XAI) / Explainable Machine Learning (XML)
Genetic Algorithm
Parameter-Efficient Fine-Tuning (PEFT)
LUDWIG (LLM and deep learning tuning)