Completed
Autoregression
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Time Series Analysis for Beginner Data Scientists - Time Series Forecasting
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Cross Sectional VS. Time Series
- 3 Why is Time Series Important
- 4 Creating Your Time Series Problem
- 5 Time Series Components
- 6 Decomposition Model
- 7 Autoregression
- 8 Moving Average
- 9 Stationarity and Augmented Dickey-Fuller Test
- 10 Integration - ARIMA Model
- 11 Residual Analysis
- 12 Ljung-Box Test
- 13 Aditional Questions
- 14 Autocorrelation Function
- 15 Interpretating ACF and PACF Plots
- 16 Interpreting Seasonal Orders
- 17 Conclusion
- 18 Q&A
