This is a seminar assignment that me and a fellow student have worked on, for the subject of artificial intelligence. We were given data pertaining to electricity consumption depending on the properties and purpose of the building and the current weather picture. The data covers the whole of 2016 and was collected four times a day (at 5:00, 11:00, 17:00 and 23:00). We also wrote a report named A.I.-Seminar-1-converted.pdf where we presented our findings.