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MACHINE LEARNING IT’S ALGORITHMS, MODELS AND APPLICATIONS IN FINANCE AND BIOMEDICAL FIELDS AND CHALLENGES

Mr. Pavan Patel is an Assistant Professor in the Department of Information Technology at Ahmedabad Institute of Technology, Gujarat.

Mr. Patel has 6 years of Experience as an active academician and researcher also. He has published papers in various reputed journals like IEEE , Scopus, IET Communication and many others. He has Published 2 Different Patent. He is also an active member of the Hindawi.

Mrs. Jinal Bhatt is an Assistant Professor in the Department of computer Engineering at Monark university  Gujarat.

Mrs. Bhatt has 5 years of Experience as an active academician and researcher also. She received her B. E and master degree from GTU and she secured first class with distinction. She has published papers in various reputed journals like IEEE, Scopus and many others she is an active member of Hindawi

Miss. Dhruvi Suthar is an Assistant Professor in the Department of Information Technology at Ahmedabad Institute of Technology, Gujarat.

Miss. Dhruvi has 2 years of Experience as an active academician and researcher also. She has published papers in various reputed journals like IEEE , Scopus, IET Communication and many others.

Dr. Mohit Pravinchandra Bhadla is an Associate Professor and HOD in the Department of Information Technology at Ahmedabad Institute of Technology, Gujarat.

Dr Bhadla completed his Ph.D in Wireless Communication 4G Technology from Rai University Ahmedabad India in 2019.More than 15 Years of Experience in Industry as well Academic. An active academician, he is an active researcher also. He has published papers in various reputed journals like IEEE TC, Scopus, IET Communication, Springer, Hindawi Wireless Personal Communications and many others. He has also contributed a chapter titled ‘‘Green IOT, Advances, and Analytics’’ with CRC Press, Taylor and Francis group. He has Published 3 Different Patents among them one patent Filed for Government Of Australia for Smart city Implementations and 2 for Government of India for Wireless Sensor Networks Furthermore He has been Awarded From INSO Bangalore for Best Researcher 2022.  He is also an active member of the IEEE, ACM and IFERP for Digital Society of India.

Description

The monetary and economic system is a great illustration of a complicated system, and it is one of the issues that comes up most often in public discourse and private conversations. It includes a wide variety of players, such as financial institutions, mutual funds, hedge funds, insurance firms, pension funds, and shadow banks, among others. Each and every one of them not only communicates with one another but also engages in direct conversation with the actual economy, which is in and of itself a highly complicated system. In addition to the interactions that already take place between them, these interactions also take place. The worldwide financial crisis that started in 2008 served as a great illustration of a growing phenomena, which is one of the characteristics that distinguish complex systems from simpler ones. Since it first started in 2008, the crisis has been a model of excellence. The situation has worsened for a variety of different causes, which has led to its current state.

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