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This article provides an overview of the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML), and how to build and train a Neural Network. It explains the concept of a neural network and how it can be used in various applications, such as image recognition, natural language processing, and more. With this knowledge, readers can gain an understanding of the basics of AI and ML and how to build and train their own neural network.