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This article provides an overview of Artificial Intelligence (AI) and its various methods and algorithms, as well as its applications in real-world scenarios. AI is an umbrella term that encompasses a wide range of technologies such as machine learning, deep learning, reinforcement learning, natural language processing, and data mining. These technologies are based on the principles of mathematics, statistics, and computer science and have been used to solve a variety of problems in many different fields.