2025-12-15

NumPy for Deep Learning Beginners: Why It Comes Before PyTorch

NumPy is essential for deep learning beginners because it teaches the vector and matrix operations that underlie all neural network math. This guide explains why you should master NumPy before PyTorch, covering broadcasting, vectorization, and data preprocessing with clear examples.