Stock Prediction of TSMC and Intel using Machine Learning

The advancement of communications, computers, healthcare, military systems, transportation, renewable energy, and numerous more uses is made possible by semiconductors, which are a crucial part electronic equipment. Semiconductors have been experiencing shortage due to various reasons. Thus, the increasing demand for chips has attracted countless people invest in semiconductor industry. Intel Corporation Taiwan Semiconductor Manufacturing Company Limited (TSMC) two companies that can be said dominating industry currently as they making very advanced chips. As giant suppliers industry, close substitutes competitors. This essay going evaluate TSMC s’ stocks investors using method machine learning estimate predict future trend stocks. models will used Linear model Long Short-Term Memory (LSTM), showing outcome prediction determining stock better investment.