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Illustration showing machine learning training across multiple epochs with progress bars, neural network nodes, and model performance graphs

What Is an Epoch in Machine Learning? (The Complete Beginner-to-Expert Guide)

If you are learning machine learning or training your first neural network, you will frequently encounter the term epoch. Understanding what an epoch is—and how it relates to batches, iterations, and model performance—is essential for building accurate and efficient models. In simple terms: An epoch in machine learning is one complete pass of the entire […]

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