University of Colorado Boulder - Data Mining Foundations and Practice Specialization
- Offered byCoursera
- Public/Government Institute
Data Mining Foundations and Practice Specialization at Coursera Overview
Data Mining Foundations and Practice Specialization
at Coursera
Duration | 3 months |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Mining Foundations and Practice Specialization
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Data Mining Foundations and Practice Specialization at Coursera Highlights
Data Mining Foundations and Practice Specialization
at Coursera
- Earn a Certificate upon completion
Skills -work through the data mining pipeline,data mining project design and implementation,apply and evaluate data mining methods
Data Mining Foundations and Practice Specialization at Coursera Course details
Data Mining Foundations and Practice Specialization
at Coursera
Skills you will learn
More about this course
- 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
- (3) Data Mining Project, which offers guidance and hands-on experience of designing and implementing a real-world data mining project
Data Mining Foundations and Practice Specialization at Coursera Curriculum
Data Mining Foundations and Practice Specialization
at Coursera
Data Mining Pipeline
Data Mining Methods
Data Mining Project
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