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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)