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Due to its numerous advantages, including its high level of transparency, Explainable Artificial Intelligence (XAI) is gaining popularity in a variety of applications. Artificial intelligence (AI) systems are getting more and more complex day by day. Additionally, AI has advanced to the point where human brains can directly communicate with robots. It has permeated each and every element of commercial enterprise operations and daily life. However, these regularly go through from believe issues, coding self-assurance issues, and mannequin bias. The introduction of XAI presents a drastically extra significant interpretation of the machine besides any doubt related to the selections made or any options adopted in order to manage such dangers and make AI fashions transparent. (from the pages of this book)