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Summer School in Energy Informatics 2023
4 - 5 December 2023, Unicamp, São Paulo, Brazil
Day 1 training on Feature Engineering & Data Processing
A focus will be placed on data processing and preparation, feature engineering, and model selection. These concepts will be taught to enable the preparation and cleaning of data, extraction of meaningful features, and selection of the appropriate model for a specific use case.
Day 2 Training on Model tuning & training
Further topics such as hourly and daily forecasts, training on GPUs, and model tuning and experiment tracking will be introduced and demonstrated. Alternative machine learning algorithms will be presented, and hands-on training will be provided to assist with the tuning and training of a final model.
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