Problem Statement: Tesla, the electric vehicle $($EV$)$ manufacturer, is facing a critical decision related to manufacturing. The company is experiencing a surge in demand for their EVs, but their production capacity is strained. They need to decide whether to expand their manufacturing facilities or explore partnerships with other manufacturers to meet the increasing demand. Do the foloowing analysis: hypohesis testing, decision tree, optimization technique, cost difference analysis and risk analysis