Time Series Forecasting Pipeline
Generate a complete time series forecasting pipeline with data preparation, model selection, validation strategy, and forecast visualization for business planning and demand prediction.
Statistical Test Selector and Interpreter
Identifies the correct statistical test for your data and research question, then generates complete analysis code with proper assumptions checking, test execution, and plain-language interpretation.
A/B Test Statistical Analyzer
Generate a complete A/B test analysis pipeline with sample size calculation, statistical testing, confidence intervals, and decision-ready visualizations for experiment evaluation.
ML Model Evaluation and Comparison Framework
Generate a comprehensive model evaluation framework with cross-validation, metrics computation, statistical significance tests, and visual comparison dashboards for multiple ML models.
Data Analysis Pipeline with Visualization Framework
Build complete data science workflows with data processing, statistical analysis, and interactive visualization components for business insights.