Data Mining Courses and Certifications

Mining Massive Datasets

24 reviews

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

• edX
• 7 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Pattern Discovery in Data Mining

21 reviews

Discover patterns in data mining with the University of Illinois. Learn methodologies, applications, and in-depth concepts in pattern discovery. Gain skills in scalable pattern discovery methods and mining diverse patterns. 4 weeks long.

• Coursera
• 17 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Mining Online Data Across Social Networks

Stanford University offers a 1-2 hour program on mining online data across social networks, focusing on capturing data, modeling patterns, predicting behavior, and inferring hidden information networks.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

Data Mining - The Tool of the Information Age

"Stanford University offers a 60-minute webinar on exploring, analyzing, and leveraging data sets of any scale, led by Google's Search Scientist."

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

Cluster Analysis in Data Mining

7 reviews

Learn the fundamentals of cluster analysis and explore various clustering methodologies, algorithms, and applications in this 4-week course from the University of Illinois at Urbana-Champaign.

• Coursera
• 16 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Mining

Master data mining techniques with this 35-week course from the University of Illinois, covering structured and unstructured data, text retrieval, analytics, and visualization.

• Coursera
• 35 weeks, 4 hours a week
• On-Demand
• Paid Course

Data Mining Project

44 ratings at Coursera

In this 6-week course by the University of Illinois, apply data mining techniques to real-world challenges using a Yelp restaurant review dataset, culminating in a comprehensive project report.

• Coursera
• 10 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法

2 reviews

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。

• edX
• 14 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Mining and Knowledge Discovery

Explore data mining techniques with this 8-week course from The Hong Kong University of Science and Technology. Expect to spend 6-10 hours weekly.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Mining Foundations and Practice

Learn data mining fundamentals and techniques with this 13-week course from the University of Colorado Boulder. Gain hands-on experience in a real-world project.

• Coursera
• 13 weeks, 7 hours a week
• On-Demand
• Paid Course
• 3 courses

Data Mining Project

Gain hands-on experience in designing and implementing a real-world data mining project with this 4-week course from the University of Colorado Boulder. Ideal for data science and computer science students.

• Coursera
• 19 hours
• On-Demand
• Free Online Course (Audit)

Data Mining Pipeline

44 ratings at Coursera

Explore the data mining pipeline in a 4-week course by the University of Colorado Boulder, covering data understanding to real-world applications. Suitable for MS in Data Science or Computer Science students.

• Coursera
• 21 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining Methods

18 ratings at Coursera

Learn core data mining techniques in a 4-week course by University of Colorado Boulder, with potential academic credit towards their MS in Data Science or Computer Science degrees.

• Coursera
• 1 day 4 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining for Smart Cities

Internet of things (IoT) has become a significant component of urban life, giving rise to “smart cities.” These smart cities aim to transform present-day urban conglomerates into citizen-friendly and environmentally sustainable living spaces. The digital…

• Coursera
• 2 days 14 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Foundations of mining non-structured medical data

24 ratings at Coursera

Explore the foundations of Big Data in healthcare with EIT Digital's 5-week course. Learn to integrate and exploit health data for various sectors, addressing challenges in mining unstructured medical data.

• Coursera
• 6 hours 47 minutes
• On-Demand
• Free Online Course (Audit)