The technological progress, particularly in the implementation of biosignal acquisition systems, big data, and artificial intelligence algorithms, has enabled the gradual increase in the use of myoelectric signals. Its applications range from monitoring and diagnosing neuromuscular diseases to myoelectric control to assist the disabled. This chapter describes the proper treatment of EMG signals such as detection, processing, characteristics extraction techniques and classification algorithms.