What you'll learn
- Python Programing
- Basic to Advanced Time Series Methods
- Time Series Visualization in Python
- Auto Regressive Methods,
- Moving Average, Exponential Moving Average
- Linear Regression and Evaluation
- Additive and Multiplicative Models
- ARMA, ARIMA, SARIMA in Python
- ACF and PACF
- Auto ARIMA in Python
- Stationary and Non Stationary
- GARCH Models
Requirements
- Basics knowledge in Statistics
- Basic understand on Python
- Should have Gmail Account and should able to open Google Drive
Who this course is for:
- Anyone who are interested to do time series analysis and forecasting
- Want to do advanced real time forecasting
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