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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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Follow along as author and data analyst Matthew Russell shows O'Reilly's Director of Market Research how easy it is to uncover valuable Twitter data with basic Python tools and pragmatic storage technologies such as Redis and Couc…

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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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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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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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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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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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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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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 and install python, expected fundamental python programming techniques, and how to find help …

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Hands-on Text Mining and Analytics

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About this course: This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the rea…

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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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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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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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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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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 literature, emails, enterprise documents, and social media such as blog articles, forum post…