This blog will briefly describe the need for hyperparameters in the machine learning algorithm, whether it is a statistical method or a very complex deep neural network architecture. Also, I’ll compare and analyze the two hyperparameter search techniques: Bayesian Optimization and Genetic Algorithm(Evolutionary Algorithm). …