The main purpose of this study is to explore the impact of COVID‐19 on the Indian stock market regarding to the transportation. It uses different types of regression models and machine learning to analyze and predict the impact of COVID‐19 on the Indian stock market regarding to the transportation. According to the data analysis of the visualization graph, after the arrival of the epidemic, the number of people in the stock market increased substantially, but the stock market price decreased significantly, and then gradually recovered, but still did not return to the earliest price.