Search result for Data mining techniques Online Courses & Certifications
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Process Mining: Data science in Action
by Wil van der Aalst- 4.7
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Approx. 22 hours to complete
Various other process analysis techniques that use event data will be presented. - be able to relate process mining techniques to other analysis techniques such as simulation, business intelligence, data mining, machine learning, and verification, How is Process Mining Different from Data Mining? Process Mining in the Large: Smart Data Scientists Are More Important Than Big Computers!!...
Regression, Data Mining, Text Mining, Forecasting using R
by ExcelR Solutions- 3.8
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33 hours on-demand video
Learn Regression Techniques, Data Mining, Forecasting, Text Mining using R Data Science using R is designed to cover majority of the capabilities of R from Analytics & Data Science perspective, which includes the following:...
$15.99
Foundations of mining non-structured medical data
by Alejandro Rodríguez González , Consuelo Gonzalo-Martín , Ernestina Menasalvas- 4
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Approx. 7 hours to complete
Big Data (I) Big Data (II) Big Data in medical domain: opportunities and challenges Challenges in unstructured data in health domain Challenges in unstructured data in health: evaluation test Data Analysis of structured information Data mining problems and techniques Data mining basics (I) Data mining basics (II) Data analysis: evaluation test...
More Data Mining with R
by Geoffrey Hubona, Ph.D.- 3.9
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10.5 hours on-demand video
More Data Mining with R presents a comprehensive overview of a myriad of contemporary data mining techniques. More Data Mining with R is the logical follow-on course to the preceding Udemy course Data Mining with R: Go from Beginner to Advanced although it is not necessary to take these courses in sequential order....
$12.99
Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法
by Bo Yuan- 0.0
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14 Weeks
Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. Basic data science concepts Typical data mining techniques Applications for data mining A taste of research in data mining Funny stories about data science...
$149
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 12 hours to complete
Explain the ethical considerations regarding bias in data Employ dimension reduction techniques for both EDA and transformations stages Describe topic modeling techniques in natural language processing Pattern recognition and data mining best practices Pattern Recognition and Data Mining Best Practices: Summary/Review Pattern Recognition and Data Mining Best Practices: End of Module Quiz...
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
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 natural language with no or minimum human effort. 5 Opinion Mining and Sentiment Analysis: Motivation...
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Case Studies in Data Mining with R
by Geoffrey Hubona, Ph.D.- 4.1
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22 hours on-demand video
Learn to use the "Data Mining with R" (DMwR) package and R software to build and evaluate predictive data mining models. Case Studies in Data Mining was originally taught as three separate online data mining courses. The third extended case, Predicting Stock Market Returns is a data mining case study addressing the domain of automatic stock trading systems....
$11.99
Data Mining with R: Go from Beginner to Advanced!
by Geoffrey Hubona, Ph.D.- 4.2
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12 hours on-demand video
Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques. This is a "hands-on" business analytics, or data analytics course teaching how to use the popular, no-cost R software to perform dozens of data mining tasks using real data and data mining cases....
$12.99
Data Mining Project
by Jiawei Han , ChengXiang Zhai , John C. Hart- 4.6
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Approx. 11 hours to complete
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, Clustering, Text Retrieval, Text Mining, and Visualization, to solve interesting real-world data mining challenges. Welcome to the Data Mining Project!...
