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Data Mining

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Data Visualization

 


TEXT RETRIEVAL AND SEARCH ENGINES

RECENT YEARS HAVE SEEN A DRAMATIC GROWTH OF NATURAL LANGUAGE TEXT DATA, INCLUDING WEB PAGES, NEWS ARTICLES, SCIENTIFIC LITERATURE, EMAILS,ENTERPRISE DOCUMENTS, AND SOCIAL MEDIA SUCH AS BLOG ARTICLES, FORUM POSTS, PRODUCT REVIEWS, AND TWEETS. TEXT DATA ARE UNIQUE IN ... 


TEXT MINING AND ANALYTICS

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 N... 



PATTERN DISCOVERY IN DATA MINING


LEARN THE GENERAL CONCEPTS OF DATA MINING ALONG WITH BASIC METHODOLOGIES AND APPLICATIONS. THEN DIVE INTO ONE SUBFIELD IN DATA MINING: PATTERN

DISCOVERY. LEARN IN-DEPTH CONCEPTS, METHODS, AND APPLICATIONS OF PATTERN DISCOVERY IN DATA MINING. WE WILL ALSO INTRODUCE METHO...

Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce methods for pattern-based classification and some interesting applications of pattern discovery. This course provides you the opportunity to learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data, discuss pattern evaluation measures, and study methods for mining diverse kinds of patterns, sequential patterns, and sub-graph patterns. 


Text Retrieval and Search Engines

Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails,enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. Text data are unique in ... 


Text Mining and Analytics

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 n... 



Pattern Discovery in Data Mining


Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern

discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce metho...

    Data Visualization

     


    TEXT RETRIEVAL AND SEARCH ENGINES

    RECENT YEARS HAVE SEEN A DRAMATIC GROWTH OF NATURAL LANGUAGE TEXT DATA, INCLUDING WEB PAGES, NEWS ARTICLES, SCIENTIFIC LITERATURE, EMAILS,ENTERPRISE DOCUMENTS, AND SOCIAL MEDIA SUCH AS BLOG ARTICLES, FORUM POSTS, PRODUCT REVIEWS, AND TWEETS. TEXT DATA ARE UNIQUE IN ... 


    TEXT MINING AND ANALYTICS

    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 N... 



    PATTERN DISCOVERY IN DATA MINING


    LEARN THE GENERAL CONCEPTS OF DATA MINING ALONG WITH BASIC METHODOLOGIES AND APPLICATIONS. THEN DIVE INTO ONE SUBFIELD IN DATA MINING: PATTERN

    DISCOVERY. LEARN IN-DEPTH CONCEPTS, METHODS, AND APPLICATIONS OF PATTERN DISCOVERY IN DATA MINING. WE WILL ALSO INTRODUCE METHO...

Comments

Greg Christman

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

Comments

Lora Ekram

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

Comments

Mike Jones

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

Comments

Greg Christman

Excellent course!

Rimply dummy text of the printinwhen an unknown printer took eype and scramb relofeletog and typesetting industry. Lorem

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