Course curriculum
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1
Introduction to the Course
- The Energy Forecasting Challenge
- Before We Begin
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2
Data Exploration & Preparation
- Exploring Energy Data
- Baseline Forecasts
- How Good is “Naïve”
- From Series to Windows
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3
Build Dense Model
- Our First Neural Network
- Forecasting with LSTMs
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4
Evaluation & Deployment
- Measuring Success
- From Model to Tool
- Before After Forecasting
- Where to Go Next