Forecasting energy consumption in Denmark
Old reseach
Data Energy
Data Weather observatioos
Data Weather forecasts
Data Combine the Data
ML OLS
ML Random Forest
ML Boosting
Intro & theory
Intro
Time series decomposition
Rolling window
Bias Variance trade-off
Hyperparameter tuning
Ordinary Least Squares
Tree-based models & Random Forest
Diabold-Mariano test
Data Analysis
Statistical insights of numerical variables
Correlation analysis
Decomposition of energy consumption
Forecasting
Remainder Framework
Remainder Data preperation
Remainder Rolling window approach
Remainder Random Forest
Remainder Evalutation of best models
Real time forecasting
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