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 pattern discovery in data mining. We will also introduce methods for data-driven phrase mining and some interesting applications of pattern discovery. This course provides you the opportunity to learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data, discuss pattern evaluation measures, and study methods for mining diverse kinds of patterns, sequential patterns, and sub-graph patterns.

About this Course
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100% online
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Course 4 of 6 in the
Approx. 17 hours to complete
English
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Try Coursera for BusinessSkills you will gain
- Streams
- Sequential Pattern Mining
- Data Mining Algorithms
- Data Mining
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 4 of 6 in the
Approx. 17 hours to complete
English
Could your company benefit from training employees on in-demand skills?
Try Coursera for BusinessStart working towards your Master's degree
This course is related to the 100% online Master of Computer Science from University of Illinois at Urbana-Champaign. It will provide you with a preview of the topics, materials and instructors so you can decide if the full online degree program is right for you.
Syllabus - What you will learn from this course
2 hours to complete
Course Orientation
2 hours to complete
1 video (Total 7 min), 3 readings, 1 quiz
5 hours to complete
Module 1
5 hours to complete
9 videos (Total 49 min), 2 readings, 3 quizzes
2 hours to complete
Module 2
2 hours to complete
9 videos (Total 47 min), 2 readings, 2 quizzes
2 hours to complete
Module 3
2 hours to complete
10 videos (Total 56 min), 2 readings, 2 quizzes
6 hours to complete
Week 4
6 hours to complete
9 videos (Total 98 min), 2 readings, 3 quizzes
Reviews
- 5 stars57.32%
- 4 stars23.24%
- 3 stars12.42%
- 2 stars3.82%
- 1 star3.18%
TOP REVIEWS FROM PATTERN DISCOVERY IN DATA MINING
by JGNov 10, 2017
OK course, some lectures with too much breadth at the cost of depth
by DHDec 31, 2020
Useful course. It covers all the fundamentals of data mining patterns for a wide spectrum of datasets.
by DDSep 9, 2017
The first several chapters are very impressive. The last three lessons are a little difficult for first-learners. The illustration are clear and easy to understand.
by HXJul 5, 2020
Great data mining. Really having fun with the assignment.
About the Data Mining Specialization

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