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Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully cov
Supervised Machine Learning for Text Analysis in R
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Authors: Emil Hvitfeldt
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Text data is important for many domains, from healthcare to marketing to the digital humanities, but specialized approaches are necessary to create features for
Deep Learning
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An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and res
Text Mining with Machine Learning
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This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various
Applied Text Analysis with Python
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From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come