University of Illinois at Urbana-Champaign
Data Mining Specialization
University of Illinois at Urbana-Champaign

Data Mining Specialization

Analyze Text, Discover Patterns, Visualize Data. Solve real-world data mining challenges.

Taught in English

Some content may not be translated

John C. Hart
Jiawei Han
ChengXiang Zhai

Instructors: John C. Hart

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Specialization - 6 course series

Get in-depth knowledge of a subject

4.5

(1,966 reviews)

Intermediate level
Some related experience required
3 months at 10 hours a week
Flexible schedule
Learn at your own pace
Prepare for a degree

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Specialization - 6 course series

Get in-depth knowledge of a subject

4.5

(1,966 reviews)

Intermediate level
Some related experience required
3 months at 10 hours a week
Flexible schedule
Learn at your own pace
Prepare for a degree

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Specialization - 6 course series

Data Visualization

Course 115 hours4.5 (1,365 ratings)

What you'll learn

Skills you'll gain

Category: Streams
Category: Sequential Pattern Mining
Category: Data Mining Algorithms
Category: Data Mining

Text Retrieval and Search Engines

Course 230 hours4.5 (944 ratings)

What you'll learn

Skills you'll gain

Category: Data Clustering Algorithms
Category: Text Mining
Category: Probabilistic Models
Category: Sentiment Analysis

Text Mining and Analytics

Course 333 hours4.5 (724 ratings)

What you'll learn

Skills you'll gain

Category: Data Visualization Software
Category: Tableau Software
Category: Data Virtualization
Category: Data Visualization

Pattern Discovery in Data Mining

Course 417 hours4.3 (316 ratings)

What you'll learn

Skills you'll gain

Category: Information Retrieval (IR)
Category: Document Retrieval
Category: Machine Learning
Category: Recommender Systems

Cluster Analysis in Data Mining

Course 516 hours4.5 (403 ratings)

What you'll learn

Skills you'll gain

Category: Data Clustering Algorithms
Category: Data Analysis
Category: Natural Language Processing
Category: Data Mining

Data Mining Project

Course 610 hours4.5 (44 ratings)

What you'll learn

Skills you'll gain

Category: Cluster Analysis
Category: Data Clustering Algorithms
Category: K-Means Clustering
Category: Hierarchical Clustering

Instructors

John C. Hart
University of Illinois at Urbana-Champaign
8 Courses138,713 learners
Jiawei Han
University of Illinois at Urbana-Champaign
4 Courses65,408 learners
ChengXiang Zhai
University of Illinois at Urbana-Champaign
4 Courses102,420 learners

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