Grid, Random, Coarse to Fine, Bayesian, Manual Search, and Genetic Algorithm! — Let say you have prepared the data and developed the POC of your ML model, and it works. However, you realized that the performance is not really good. Of course, you want to improve the performance of your model, but how? Should you change the model? That’s an option, but…