Understanding Embeddings in Machine Learning: Types, Alternatives, and Drift
Introduction Machine learning algorithms, specifically in NLP, LLM, and computer vision models, often deal with high-dimensional and unstructured data, such...
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Natural Language Processing (NLP) is a branch of artificial intelligence (AI) which aims to help computers understand, interpret and manipulate human language. NLP is often used to bridge the communication gap between humans and computers through a variety of disciplines, including computer science and computational linguistics.
Sentiment analysis, translation, document classification & analysis, text summarization, and dialogue & conversations are among the most popular uses of NLP, and there are many more.