Certificate in Text AI for Efficiency
-- ViewingNowThe Certificate in Text AI for Efficiency is a comprehensive course that focuses on the rapidly growing field of Text AI. This program highlights the importance of Natural Language Processing (NLP) and how it can be used to improve business efficiency.
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โข Introduction to Text AI · Understanding the basics of Text AI, its applications, and benefits. โข Natural Language Processing · Learning the fundamentals of NLP, tokenization, part-of-speech tagging, and named entity recognition. โข Text Preprocessing · Cleaning and transforming text data for Text AI models, including stemming, lemmatization, and stopword removal. โข Text Classification · Building models to categorize text data, including binary and multi-class classification. โข Sentiment Analysis · Analyzing text data to determine the sentiment or emotion expressed. โข Topic Modeling · Identifying patterns and topics in large text datasets. โข Named Entity Recognition · Extracting and categorizing named entities, such as people, places, and organizations. โข Text Summarization · Creating concise summaries of large text datasets, including extractive and abstractive summarization. โข Text Generation · Building models to generate text, such as chatbots and language models.
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