A Deep Dive Into Forecasting with Excel and Python.

Forecasting with Excel & Python. Machine learning and statistical forecasting for Supply Chain.

Created by: Haytham Omar-Ph.D
Consultant-Supply chain

What Will I Learn?

• Time Series Decomposition.
• Univariate analysis for time series.
• Bivariate analysis and auto-correlation.
• Smoothing the time series.
• seasonally adjusting the time series.
• Generating and Calibrating Forecasting in Excel.
• Learning Python and using it as everyday tool for forecasting.
• Using the sktime Package for advanced forecasting methods and aggregations.
• Time Series Forecasting.
• Different Applications of forecasting.
• Python
• Arima
• Machine learning forecasting
• hierarchal forecasting
• Excel

Requirements

• Nop

Target audience

• Planners
• Strategists
• Retail merchandise
• Financiers
• Supply chain
• Economists
• Operation managers
• Budgeters