University of Colorado Boulder - Data Mining Pipeline
- Offered byCoursera
Data Mining Pipeline at Coursera Overview
Data Mining Pipeline
at Coursera
Duration | 21 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Mining Pipeline at Coursera Highlights
Data Mining Pipeline
at Coursera
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level data science professionals or domain experts, some experience working with data
- Approx. 21 hours to complete
- English Subtitles: English
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Data Mining Pipeline at Coursera Course details
Data Mining Pipeline
at Coursera
Skills you will learn
More about this course
- This course introduces the key steps involved in the data mining pipeline, including data understanding, data preprocessing, data warehousing, data modeling, interpretation and evaluation, and real-world applications.
- Data Mining Pipeline 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.
Data Mining Pipeline at Coursera Curriculum
Data Mining Pipeline
at Coursera
Data Mining Pipeline
Introduction to Data Mining
Introduction to Data Mining Pipeline
Course Information
Data Understanding
Objects & Attributes, Statistics, Visualization
Data Similarity
Data Preprocessing
Data Cleaning, Data Integration
Data Transformation, Data Reduction
Data Warehousing
Data Warehouse, Data Cube and OLAP
Data Cube Computation, Data Warehouse Architecture
Data Mining Pipeline at Coursera Admission Process
Data Mining Pipeline
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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Data Mining Pipeline
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