Data Mining Courses

Mining Massive Datasets

25 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
• 5-10 hours a week, 7 weeks long
• Self paced
• Free Online Course (Audit)

• Best of All Time

TU/e

Process Mining: Data science in Action

17 reviews

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course provides data science knowledge that can be applied directly to analyze and impr…

• Coursera
• 22 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Text Mining and Analytics

10 reviews

This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary…

• Coursera
• 33 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Cluster Analysis in Data Mining

7 reviews

Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BIRCH, and density-based methods suc…

• Coursera
• 17 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Pattern Discovery in Data Mining

21 reviews

Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also…

• Coursera
• 17 hours worth of material, 4 weeks long
• 4th Apr, 2022
• Free Online Course (Audit)

Intro to Analytic Thinking, Data Science, and Data Mining

1 review

Welcome to Introduction to Analytic Thinking, Data Science, and Data Mining. In this course, we will begin with an exploration of the field and profession of data science with a focus on the skills and ethical considerations required when working with da…

• Coursera
• 7-8 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

The Analytics Edge (Spring 2017)

1 review

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours worth of material
• Self paced
• Free Online Course

Cluster Analysis, Association Mining, and Model Evaluation

Welcome to Cluster Analysis, Association Mining, and Model Evaluation. In this course we will begin with an exploration of cluster analysis and segmentation, and discuss how techniques such as collaborative filtering and association rules mining can be a…

• Coursera
• 3-4 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Hands-on Text Mining and Analytics

1 review

This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text prepro…

• Coursera
• 13 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Foundations of mining non-structured medical data

1 review

The goal of this course is to understand the foundations of Big Data and the data that is being generated in the health domain and how the use of technology would help to integrate and exploit all those data to extract meaningful information that can be…

• Coursera
• 6-7 hours worth of material, 5 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

NPTEL;  IIT Kharagpur

Data Mining

The course will cover the fundamentals of data mining. It will explain the basic algorithms like data preprocessing, association rules, classification, clustering, sequence mining and visualization. It will also explain implementations in open-source sof…

• YouTube
• 16 hours worth of material
• Self paced
• Free Online Course

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
• 3-5 hours a week, 14 weeks long
• Self paced
• Free Online Course (Audit)

University of Waikato

Data Mining with Weka

3 reviews

Discover practical data mining and learn to mine your own data using the popular Weka workbench.

• FutureLearn
• 3 hours a week, 5 weeks long
• Self paced
• Free Online Course (Audit)

Introduction to Text Mining with R

This course gives you access to the text mining techniques that are used by top data scientists from all over the world. Since most information available online in the form of text, knowing when and how to use these techniques, algorithms and models will…

• Coursera
• 11 hours worth of material, 5 weeks long
• 7th Mar, 2022
• Free Online Course (Audit)

TU/e

Introduction to Process Mining with ProM

2 reviews

Learn how to use the free, open source process mining framework (ProM) to analyse, visualise, and improve processes based on data.

• FutureLearn
• 3 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)