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Showing posts from October, 2024

Understanding Python Integers(`int`)

Understanding Python Integers (`int`) Understanding Python Integers (`int`) Introduction In Python, integers ( int ) are fundamental data types used to represent whole numbers. They play a crucial role in various programming and machine learning (AI/ML) applications due to their versatility and efficiency. Usage of Integers Represent Whole Numbers: Integers can be positive, negative, or zero, making them ideal for representing discrete values. Common Scenarios: Counts: Such as the number of epochs in training or the number of samples in a dataset. Indices: Used for accessing elements in lists, arrays, or tensors. Identifiers: Serve as unique IDs for entities like users, transactions, or features. Examples: epochs = 100 batch_size = 32 ...