Data Mining Foundations and Practice

University of Colorado Boulder via Coursera Specialization

Coursera Specialization based on 63 ratings

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Overview

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...

Syllabus

Course 1: Data Mining Pipeline- Offered by University of Colorado Boulder. This course introduces the key steps involved in the data mining pipeline, including data ... Enroll for free.Course 2: Data Mining Methods- Offered by University of Colorado Boulder. This course covers the core techniques used in data mining, including frequent pattern analysis, ... Enroll for free.Course 3: Data Mining Project- Offered by University of Colorado Boulder. Data Mining Project offers step-by-step guidance and hands-on experience of designing and ... Enroll for free.