Web Reference: Lecture #18: Vectorization | Deep Learning Knowledge Center 61.1K subscribers Subscribed Jul 23, 2025 · Vectorization is the process of transforming words, phrases or entire documents into numerical vectors that can be understood and processed by machine learning models. Jul 22, 2022 · This post will introduce you to vectorization, and its importance in machine learning (especially deep learning). You will also learn how it is implemented in Python with NumPy, and how much of a difference it makes.
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