This document is a training report on programmable logic controllers (PLCs) and supervisory control and data acquisition (SCADA) systems submitted by Priya Hada to her faculty advisor Ms. Pushpa Gothwal. The report includes an introduction to automation and PLCs, describing their history, components, operation, and ladder logic programming. It also covers SCADA systems, their features and uses. The report details two student projects, one using a PLC to automate a pharmaceutical plant and another using SCADA software to simulate a bottle filling and capping station.