Np.empty taught me that results become stronger when the space is prepared properly. Just like memory allocation sets up the structure, preparing our environment and mindset sets us up for success. A ready space makes learning smoother and productivity higher. Preparation multiplies results. https://docs.vultr.com/python/third-party/numpy/empty