This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort.
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Compétences que vous acquerrez
Université de l'Illinois à Urbana-Champaign
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Meilleurs avis pour EXPLOITATION DE TEXT ET ANALYTIQUE
My favorite course and my favorite instructor. Highly informative. I wish i want to be a real student of the instructor.
Excellent Module! A most know & understand unit for all students of Data Science. Enjoyed every aspect of the learning .. Good teaching !!!
Outstanding mix of theory and practical applications to help understand the theory. Well organized and excellent presentations. Thank you!
It is rare to find an online course that explains the statistics and intuition behind text mining and machine learning algorithm!
À propos du Spécialisation Exploration de données
The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course topics include pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization. The Capstone project task is to solve real-world data mining challenges using a restaurant review data set from Yelp.
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