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Introduction to Prophet: Time Series Forecasting

Overview

Skills Needed

Discover the power of Prophet for time series forecasting. Learn how to build accurate forecasting models and leverage Prophet's intuitive features.

  • Basic understanding of time series concepts

Outline

  • Introduction to Time Series Forecasting
  • Understanding Time Series Data
  • Overview of Prophet Features
  • Setting up Prophet Environment
  • Model Initialization and Fitting
  • Trend and Seasonality Modeling
  • Holiday Effects and Special Events
  • Forecasting with Uncertainty Estimates
  • Model Evaluation and Performance Metrics
  • Best Practices for Time Series Forecasting with Prophet
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