University of Illinois Urbana-Champaign
Data Mining Specialization

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University of Illinois Urbana-Champaign

Data Mining Specialization

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

John C. Hart
Jiawei Han
ChengXiang Zhai

Instructors: John C. Hart

65,788 already enrolled

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Get in-depth knowledge of a subject
4.5

(2,002 reviews)

Intermediate level
Some related experience required
3 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.5

(2,002 reviews)

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

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Taught in English

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Specialization - 6 course series

Data Visualization

Data Visualization

Course 115 hours

What you'll learn

Skills you'll gain

Category: Interactive Data Visualization
Category: Dashboard
Category: Data Visualization
Category: Data Storytelling
Category: Tableau Software
Category: Data Visualization Software
Category: Plot (Graphics)
Category: Data Presentation
Category: Data Mapping
Category: Scatter Plots
Category: Graphing

What you'll learn

Skills you'll gain

Category: Probability & Statistics
Category: Natural Language Processing
Category: Text Mining
Category: Statistical Methods
Category: Big Data
Category: Data Mining
Category: Unstructured Data
Category: Web Analytics and SEO
Category: Machine Learning
Category: Information Architecture
Text Mining and Analytics

Text Mining and Analytics

Course 333 hours

What you'll learn

Skills you'll gain

Category: Text Mining
Category: Unsupervised Learning
Category: Probability & Statistics
Category: Natural Language Processing
Category: Data Mining
Category: Regression Analysis
Category: Supervised Learning
Category: Unstructured Data
Category: Statistical Analysis
Category: Predictive Modeling
Category: Data Analysis
Category: Machine Learning Algorithms
Category: Analytics

What you'll learn

Skills you'll gain

Category: Data Mining
Category: Text Mining
Category: Algorithms
Category: Information Privacy
Category: Spatial Analysis
Category: Unstructured Data
Category: Anomaly Detection
Category: Advanced Analytics
Category: Image Analysis
Category: Big Data

What you'll learn

Skills you'll gain

Category: Unsupervised Learning
Category: Data Mining
Category: Algorithms
Category: Machine Learning Algorithms
Category: Data Validation
Category: Applied Machine Learning
Category: Statistical Methods
Category: Data Analysis
Category: Exploratory Data Analysis
Data Mining Project

Data Mining Project

Course 614 hours

What you'll learn

Skills you'll gain

Category: Data Mining
Category: Data Presentation
Category: Technical Writing
Category: Big Data
Category: Text Mining
Category: Data Processing
Category: Analysis
Category: Natural Language Processing
Category: Exploratory Data Analysis
Category: Data Analysis
Category: Data Visualization Software
Category: Unstructured Data
Category: Algorithms

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Prepare for a degree

Taking this Specialization by University of Illinois Urbana-Champaign may provide you with a preview of the topics, materials and instructors in a related degree program which can help you decide if the topic or university is right for you.

 

Instructors

John C. Hart
University of Illinois Urbana-Champaign
8 Courses147,372 learners
Jiawei Han
University of Illinois Urbana-Champaign
4 Courses69,685 learners
ChengXiang Zhai
University of Illinois Urbana-Champaign
4 Courses107,043 learners

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