About this Specialization
The Data Mining specialization is intended for data science professionals and domain experts who want to learn the fundamental concepts and core techniques for discovering patterns in large-scale data sets. This specialization consists of three courses: (1) Data Mining Pipeline, which introduces the key steps of data understanding, data preprocessing, data warehouse, data modeling and interpretation/evaluation; (2) Data Mining Methods, which covers core techniques for frequent pattern analysis, classification, clustering, and outlier detection; and (3) Data Mining Project, which offers guidance and hands-on experience of designing and implementing a real-world data mining project. Data Mining can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder. Specialization logo image courtesy of Diego Gonzaga, available here on Unsplash: https://unsplash.com/photos/QG93DR4I0NE
From | University of Colorado Boulder via Coursera |
---|---|
Hours | 40 |
Instructor | Qin (Christine) Lv |
Language | English |
Subjects | Programming Data Science |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Data Mining Specialist/Data Analyst $50k
Coal Mining $71k
HR Analyst, Analytics & Data Mining $72k
Supervisor Mining Engineer $87k
Mining Operator $87k
Mining Account Manger $92k
Mining Specialist $94k
Data Analyst, Analytics and Data Mining Manager $107k
Data Mining and Analytics Engineer-Cyber $107k
Data Mining $118k
Data Mining & Analytics Engineer (Cyber) $123k
Search and Data Mining Engineer $183k
Courses in this Specialization
Listed in the order in which they should be taken
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From | University of Colorado Boulder via Coursera |
---|---|
Hours | 40 |
Instructor | Qin (Christine) Lv |
Language | English |
Subjects | Programming Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Data Mining Specialist/Data Analyst $50k
Coal Mining $71k
HR Analyst, Analytics & Data Mining $72k
Supervisor Mining Engineer $87k
Mining Operator $87k
Mining Account Manger $92k
Mining Specialist $94k
Data Analyst, Analytics and Data Mining Manager $107k
Data Mining and Analytics Engineer-Cyber $107k
Data Mining $118k
Data Mining & Analytics Engineer (Cyber) $123k
Search and Data Mining Engineer $183k
Similar Courses
Sorted by relevance