Mining Courses

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

Eindhoven University of Technology

Process Mining: Data science in Action

17 reviews

Learn how to analyze and improve processes using data science techniques in this 6-week course by Eindhoven University of Technology. Gain practical skills and apply process mining to various domains.

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

Text Mining and Analytics

10 reviews

Learn how to mine and analyze text data using statistical approaches. Discover patterns, extract knowledge, and make informed decisions. Offered by University of Illinois at Urbana-Champaign. 6 weeks long.

• Coursera
• 1 day 9 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

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)

Applied Text Mining in Python

3787 ratings at Coursera

Learn text mining and manipulation basics with Python in this 4-week course by the University of Michigan. Topics include natural language processing, text classification, and topic modelling.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Free Online Course (Audit)

Intro to Analytic Thinking, Data Science, and Data Mining

128 ratings at Coursera

Explore the field of data science with UC Irvine's 4-week course. Learn about analytic thinking, data mining, and the ethical considerations of working with data.

• Coursera
• 7 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Cluster Analysis, Association Mining, and Model Evaluation

36 ratings at Coursera

Explore cluster analysis, segmentation, and model evaluation with UC Irvine's 4-week course. Learn collaborative filtering, association rules mining, and performance evaluation techniques.

• Coursera
• 3 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

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)

Minerals and Mining in a Sustainable World

5 ratings at edX

This course provides learners with an overview of the role of minerals in society, the history of the sustainable development agenda, and the emerging focus on the relationship between mineral development and the Sustainable Development Goals.

• edX
• 8 weeks, 4-5 hours a week
• 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)

Operational Foundations of Mining

2 reviews

This course provides learners with an overview of the technical operating components of a mining system that moves valuable material from ore, as it resides in the ground, to a beneficiated product that is saleable at various points along the value chain.

• edX
• 8 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Hands-on Text Mining and Analytics

40 ratings at Coursera

Learn text mining and analytics with real-world datasets in this 6-week course by Yonsei University. Gain hands-on experience in text preprocessing, sentiment analysis, and topic modeling.

• Coursera
• 13 hours 8 minutes
• On-Demand
• Free Online Course (Audit)