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34 Data Mining Training Courses

See also: Hour of Code.

See also: Hour of Code.

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Matthew Russell on Mining the Social Web

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Twitter has become a lean, mean data-collecting machine, and with this entertaining video course, you'll learn techniques for mining this vast wealth of information. Follow along as author and data analyst Matthew Russell shows O'…

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Web Intelligence and Big Data

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Predictive Analytics in Business, Applications in National Security Applications in Online Advertising Recommended Background Basic programming, SQL and data structures Exposure to probability, statistics and matrices Course Forma…

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Applied Text Mining in Python

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The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to humans, and an overview of the nltk framework for manipulating text. The second week focuses on common mani…

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Data Visualization

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About this course: 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 pat…

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Pattern Discovery in Data Mining

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Created by: University of Illinois at Urbana-Champaign Taught by: Jiawei Han, Abel Bliss Professor Department of Computer Science Basic Info Course 4 of 6 in the Data Mining Specialization Language English How To Pass Pass all gra…

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Data Mining Project

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This six-week long Project course of the Data Mining Specialization will allow you to apply the learned algorithms and techniques for data mining from the previous courses in the Specialization, including Pattern Discovery, Cluste…

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Introduction to Data Science

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Tour the basic techniques of data science, including both SQL and NoSQL solutions for massive data management (e.g., MapReduce and contemporaries), algorithms for data mining (e.g., clustering and association rule mining), and bas…

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Introduction to Formal Concept Analysis

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About this course: This course is an introduction into formal concept analysis (FCA), a mathematical theory oriented at applications in kno…

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Process Mining: Data science in Action

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About this course: Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course provides data science knowledge that …

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Text Mining and Analytics

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Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers. However, a number of statistical approaches have been shown to work well for the "shallow" but ro…

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Wronged by Empire

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Wronged by Empire breaks new ground by blending this historical phenomenon, colonialism, with mixed methods—including archival research, newspaper data mining, and a new statistical method of content analysis—to explain the foreig…

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Oracle Spatial: Advanced

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Students use an open source GeoRaster loader, GDAL, and Oracle's Java GeoRaster loader to load raster images and learn about the Map Builder and MapViewer support for GeoRaster. Also, students learn how Oracle Spatial topology dat…

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Cluster Analysis in Data Mining

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Created by: University of Illinois at Urbana-Champaign Taught by: Jiawei Han, Abel Bliss Professor Department of Computer Science Basic Info Course 5 of 6 in the Data Mining Specialization Language English How To Pass Pass all gra…

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Advanced Trading Algorithms

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You will be taught how to differentiate between mere data mining and results based on solid empirical or theoretical foundation. Next, you will learn the ways and means of back testing the results and subjecting the back test resu…

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Oracle Database 11g: Data Mining Techniques

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In this course, students review the basic concepts of data mining and learn how leverage the predictive analytical power of the Oracle Database Data Mining option by using Oracle Data Miner 11g Release 2. The Oracle Data Miner GUI…