Trend Tracking Artificial Intelligence Predictive Models for New and Highly Advanced Financial Markets

Investment is a significant key which helps in boosting the economy of the country. There is a wide variety of financial tools available to assist individuals in the process of investing their money. One example of this kind of financial instrument is the equity share, which offers returns that are far higher than those offered by any other fixed income product. Stock markets provide the infrastructure necessary for engaging in the buying and selling of equity shares. Every nation has a stock market where companies may list their stocks, which draws in investors. However, there is a possibility of loss associated with the usage of this instrument due to the fact that the returns are determined by a number of different circumstances. Hence forecasting the returns on the stocks and going ahead for investment attracts every individual. In the future, we are going to investigate the directional trend of the SMI (Stochastic Momentum Index), and we are also going to estimate the one-day CP of the SMI by using ‘Machine Learning’ (ML) and ‘Deep Learning’ (DL) models. The aforementioned issue statement serves as the inspiration for the study's aims, which are stated below.