Now a days many optimization technic using for process optimization.In this method using Machine learning for Electrical Discharge Machining process optimization. Machine Learing is a learn and Development of algorithm for computer system teach from data. Optimization is predicted the acccurate input to give process Then get expected Output. In This method select input parameters for EDM process for current,Pulse on time & Pulse off time. Expected output parameters is high value of Material Removal Rate and Low value of Tool Wear Rate In this method inputs are form a taguchi orthoganal array method to give Aritificial Neural Network That Neural Network optimize the value of input to give predicted and actual value of Output.