Numerical computing

Many data and AI tasks rely on efficient numerical operations. Numerical computing tools make large-scale calculations practical and expressive in Python.

• Why numerical libraries matter — Limits of plain Python for numeric work.
• Arrays with NumPy — Creating and manipulating multi-dimensional arrays.
• Vectorized computation — Applying operations across entire arrays efficiently.