When working with large datasets, it’s often impractical to train machine learning models on the entire dataset. Instead, we opt to work with smaller, representative samples. However, the way we sample can significantly impact the performance and accuracy of our models. Let’s explore some commonly used sampling techniques: 🔹 Simple Random Sampling: Each data point…