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

Eindhoven University of Technology

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
• 16th Jan, 2023
• 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
• 16th Jan, 2023
• Free Online Course (Audit)

Mining Online Data Across Social Networks

Capturing Data, Modeling Patterns, Predicting Behavior. Capturing Data, Modeling Patterns, Predicting Behavior - Based on collecting more than 20 million blog posts and news media articles per day, Professor Jure Leskovec discusses how to mine such data…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

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
• 16th Jan, 2023
• 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
• 9th Jan, 2023
• Free Online Course (Audit)

The Analytics Edge (Spring 2017)

2 reviews

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
• On-Demand
• Free Online Course

Intro to Analytic Thinking, Data Science, and Data Mining

96 ratings at Coursera

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
• 16th Jan, 2023
• Free Online Course (Audit)

Cluster Analysis, Association Mining, and Model Evaluation

30 ratings at Coursera

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
• 16th Jan, 2023
• Free Online Course (Audit)

Data Mining Project

42 ratings at Coursera

Note: You should complete all the other courses in this Specialization before beginning this course. This six-week long Project course of the Data Mining Specialization will allow you to apply the learned algorithms and techniques for data mining from t…

• Coursera
• 11 hours worth of material, 6 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

Foundations of mining non-structured medical data

21 ratings at Coursera

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
• 16th Jan, 2023
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Data Mining

Data mining is study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are mined for gaining business insight. It is also important in modern scientific endeavor…

• Swayam
• 8 weeks long
• 17th Jan, 2023
• Free Online Course

IIT Roorkee;  NPTEL

Business analytics and data mining Modeling using R

Objective of this course is to impart knowledge on use of data mining techniques for deriving business intelligence to achieve organizational goals.

• Swayam
• 12 weeks long
• 22nd Jan, 2023
• Free Online Course

NPTEL;  IIT Kharagpur

Data Mining

1 review

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
• On-Demand
• Free Online Course

University of Waikato

Data Mining with Weka

Syllabus: Data Mining with Weka: Trailer.Data Mining with Weka (1.1: Introduction).Data Mining with Weka (1.2: Exploring the Explorer).Data Mining with Weka (1.3: Exploring datasets).Data Mining with Weka (1.4: Building a classifier).Data Mining with Wek…

• YouTube
• 4-5 hours worth of material
• On-Demand
• Free Online Course