Statistics Empowering Neural Networks: Why Statistics is the Backbone of Neural Networks
Neural networks have emerged as a cornerstone technology in artificial intelligence (AI), driving advancements in areas ranging from natural language processing to autonomous vehicles. At the heart of these sophisticated systems lies a fundamental discipline: Understanding the statistical foundations of neural networks not only demystifies their operations but also enhances their design, training, and application. […]
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