Embeddings
Vector Representations of Language Word embeddings are a revolutionary technique in natural language processing (NLP) that transforms words into numbers that computers can understand while preserving the words' meanings. At their core, embeddings represent words as vectors – lists of numbers – in a way that captures the
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An epoch represents one complete pass through the entire training dataset during machine learning model training. This means every single example in the dataset has been fed through the model exactly once. The number of epochs is a key parameter that data scientists must select when training neural
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