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28 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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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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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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Web Intelligence and Big Data

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This course is about building `web-intelligence' applications exploiting big data sources arising social media, mobile devices and sensors, using new big-data platforms based on the 'map-reduce' parallel programming paradigm. Abou…

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Applied Text Mining in Python

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About this course: This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to huma…

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Pattern Discovery in Data Mining

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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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Introduction to Data Science

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Join the data revolution. Companies are searching for data scientists. This specialized field demands multiple skills not easy to obtain through conventional curricula. Introduce yourself to the basics of data science and leave ar…

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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 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 knowledge representation, knowledge acquisition, data analysis and visualization. It provides …

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Text Mining and Analytics

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About this course: 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 …

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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 c…

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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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Text Retrieval and Search Engines

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About this course: Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific l…

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Introduction to Data Science in Python

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About this course: This course will introduce the learner to the basics of the python programming environment, including how to download an…