We proposed in this chapter the application of a collection of learning algorithms to solve a broad scope of problems. Several learning tools, such as Weighted-cluster modeling, Artificial Neural Networks, Nearest Neighbor, Hybrid Markov Chains, Geometric Hashing, Receptive Fiel…