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Advanced Forecasting Techniques with Prophet

Overview

Skills Needed

Take your time series forecasting skills to the next level with Prophet. Learn advanced techniques for seasonal adjustments, trend detection, and model optimization.

  • Proficiency in Prophet fundamentals
  • Familiarity with time series analysis concepts

Outline

  • Seasonal Adjustment Techniques
  • Detecting Trend Changepoints
  • Handling Outliers and Anomalies
  • Model Parameter Optimization
  • Custom Seasonality Modeling
  • Hierarchical Forecasting with Prophet
  • Forecasting with External Regressors
  • Long-Term Forecasting Strategies
  • Model Interpretability and Diagnostics
  • Best Practices for Advanced Forecasting with Prophet
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