Using Python’s np.append, developers can dynamically add elements to arrays for flexible data handling. This guide covers syntax, examples, and best practices for 1D and 2D arrays, supporting applications in data analysis, machine learning, and scientific computing. Optimize array workflows and ensure your Python code is clean and maintainable.