Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Changepoint Detection

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Changepoint Detection

Assessment

Interactive Video

Other

11th - 12th Grade

Hard

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The video tutorial covers change point detection using Prophet, focusing on visualization and analysis. It explains how change points are automatically detected during model fitting and demonstrates how to visualize them on a plot. The tutorial compares change points across different models and discusses the role of priors in tuning change point sensitivity. It also explores the impact of data modifications on change point detection, highlighting how changes in prior settings can affect the flexibility and number of detected change points.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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