To forecast the price of NTPC up to the year 2030, we will use a machine learning approach where the forecasted data is trained on past performance. NTPC Ltd, known for its significant presence in the Indian share market, has shown various trends over the years. In this section, we discuss NTPC's current market position, its growth trajectory, and how external market factors might influence its price performance leading up to 2030.