Analyze Text, Discover Patterns, Visualize Data

Description

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.



More Ways to Learn Data Mining

Text Mining and Analytics

College | Online class

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...

Free

Cluster Analysis in Data Mining

College | Online class

Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means,...

Free

Pattern Discovery in Data Mining

High School - College | Online class

Pattern Discovery in Data Mining is course 4 of 6 in the Data Mining Specialization. The Data Mining Specialization teaches data mining techniques for both structured data which conform to a...

Free
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