Machine Learning (ML) is becoming increasingly important in the electricity sector due to its digitalisation and the large amount of data generated from electricity grids and devices such as smart meters. ML techniques make it possible to define patterns and decision rules for optimal operation of the electricity system based on the analysis and interpretation of the available data. Some of the most outstanding applications of ML in the electricity sector are predictive maintenance systems, fraud detection and the possibility of forecasting renewable generation and demand, among others.

Objectiu de l'acte

• To present and apply the different Machine Learning techniques and algorithms existing in Python.
• To provide tools for processing and visualising data, as well as additional information to go deeper into the subject.
• This is a practical course, where all topics are explained through real examples focused on the electricity sector.

T'interessa si ets...

Aimed at professionals in the energy sector who want to enter the world of Artificial Intelligence focused on the energy sector.