The Importance of Large Datasets in Deep Learning
Deep learning has transformed the way machines recognize patterns, understand language, and interpret images. At the core of this progress lies one essential ingredient, which is data. Large datasets provide the examples that neural networks need in order to learn meaningful patterns and deliver accurate predictions. Without sufficient data, even the most advanced models struggle to perform...