Tag: xgboost
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Stop Asking the LLM to Do the ML’s Job
LLMs are great at language, not tabular prediction. Here’s why churn, fraud, and forecasting still need a real ML model instead of a prompt.
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Classification Models: Pick the Right Tool
Compare four classification algorithms on the same churn dataset. Learn when to use Logistic Regression, Decision Trees, Random Forest, or XGBoost. Understand the performance vs interpretability tradeoff and make principled choices based on business context.