This research is based on an extensive review of existing literature with the primary objective of examining the opportunities and challenges associated with the advanced research techniques of Artificial Intelligence in the area of Financial Engineering. The literature underscores that Artificial Intelligence plays a crucial role in educating and disseminating knowledge to a diverse audience interested in finance, encompassing financial learners, aspiring professionals, young enthusiasts, and students. Furthermore, Artificial Intelligence is instrumental in fostering the development of personalized and sophisticated mainstream and alternative economic and financial tools, products, models, services, systems, and applications, not only delivering enhancements but also prioritizing safety and innovation. This study contributes to the field by providing a comprehensive examination of the opportunities and challenges associated with employing Advanced Research Techniques of Artificial Intelligence in Financial Engineering.