Data Mining Project - Univ. of Illinois Urbana-Champaign
This course is part of Data Mining.
Course Cost
Free course
Intermediate
Skill Level
12 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Data Mining Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Apply data mining techniques to real-world restaurant review data
Create visualization systems for opinion analysis
Develop cuisine mapping and dish recognition systems
Build restaurant recommendation algorithms
Integrate multiple data mining approaches for comprehensive analysis
Skills you'll gain
This course includes:
0.2 Hours PreRecorded video
6 peer-reviewed assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 7 modules in this course
This capstone project course focuses on analyzing a large Yelp restaurant review dataset using various data mining techniques. Students work on multiple tasks including opinion visualization, cuisine map construction, dish recognition, and restaurant recommendation systems. The project simulates real-world data mining workflows, integrating techniques from pattern discovery, clustering, text retrieval, and visualization. Through hands-on experience, participants learn to preprocess data, explore patterns, analyze content, and present meaningful insights for decision-making in the restaurant industry.
Orientation
Module 1 · 2 Hours to complete
Task 1 - Exploration of a Data Set
Module 2 · 1 Hours to complete
Task 2 - Cuisine Clustering and Map Construction
Module 3 · 1 Hours to complete
Task 3 - Dish Recognition
Module 4 · 1 Hours to complete
Task 4 & 5 - Popular Dishes and Restaurant Recommendation
Module 5 · 1 Hours to complete
Task 6
Module 6 · 1 Hours to complete
Final Report
Module 7 · 1 Hours to complete
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.







