We will discuss word embeddings this week. Word embeddings represent a fundamental shift in natural language processing (NLP) ...
In most situations, predictor variables that have three or more possible values are encoded using one-hot encoding, also called 1-of-N or 1-of-C encoding. Suppose you have a predictor variable color ...
Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on a "very tricky" machine learning technique. Data clustering is the process of grouping data items together so ...
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