We have reviewed some basic decision systems by taking two samples, that is, Bayesian and fuzzy logic. We also explored Python libraries for implementing Bayesian and fuzzy logic and then practiced with them. As the last topic, we deployed a decision system using fuzzy logic as a study sample on how to integrate a decision system on an IoT project with Raspberry Pi.