Data Mining Courses and Certifications

Data Mining with R: Go from Beginner to Advanced!

403 ratings at Udemy

Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques.

• Udemy
• 12 hours
• On-Demand
• Paid Course

WEKA - Data Mining with Open Source Machine Learning Tool

315 ratings at Udemy

WEKA tool for data preparation, classification, regression, clustering, association rules mining, and visualization

• Udemy
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Master Data Mining in Data Science & Machine Learning

135 ratings at Udemy

Learn about Data Mining Standard Processes, Survival Analysis, Clustering Analysis, Various algorithms and much more.

• Udemy
• 5 hours 51 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Kharagpur

Data Mining

2 reviews

Learn data mining techniques, from preprocessing to clustering, with NPTEL's 16-hour program. Gain knowledge in association rules, decision trees, Bayes Classifier, and more.

• YouTube
• 16 hours
• On-Demand
• Free Online Course

Great Learning

Data Mining for Beginners - Learn Data Mining

2 reviews

This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

• YouTube
• 10 hours
• On-Demand
• Free Online Course

University of Victoria

Machine Learning for Music Information Retrieval

An introduction to data mining through the lens of music information retrieval. Topics explored include classification (genre, mood, instrument), multi-label classification (tagging), and regression (emotion/mood).

• Kadenze
• 50 hours
• On-Demand
• $350.00

University of Waikato Microcredential

Practical Data Mining

Learn practical data mining techniques with the University of Waikato's 15-week online course. Use the Weka workbench, handle large datasets, and extend Weka's functionality.

• FutureLearn
• 15 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

University of Waikato

Data Mining with Weka

Learn data mining techniques using Weka from the University of Waikato. Explore datasets, build classifiers, and understand overfitting in a 4-5 hour study.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

University of Waikato

More Data Mining with Weka

Explore advanced data mining techniques with the University of Waikato's 4-5 hour program, covering classifiers, decision rules, attribute selection, neural networks, and more.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

University of Waikato

Advanced Data Mining with Weka

Master advanced data mining techniques with Weka in this 5-hour program from the University of Waikato, covering topics from linear regression to image classification.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

Data Science Foundations: Data Mining

268 ratings at LinkedIn Learning

Get started in data mining. Discover data mining techniques such as data reduction, clustering association analysis, and more, with data mining tools like R and Python.

• LinkedIn Learning
• 4-5 hours
• On-Demand
• Free Trial Available

Data Mining Algorithms in SSAS, Excel, and R

147 ratings at Pluralsight

Don't use data mining as a black box. Get a deep understanding of how the data mining algorithms work. This knowledge is not only theoretical; it helps you developing better models in production.

• Pluralsight
• 3 hours
• On-Demand
• Free Trial Available

Mining Data from Images

23 ratings at Pluralsight

OpenCV is a widely-used data science and machine learning software library. This course will teach you the basics of Image Processing and Analysis using OpenCV with Python, including feature detection, image classification, and object detection.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Mining Data from Variable Dependencies

15 ratings at Pluralsight

This course will teach you several models like Bayesian Networks, LBP, Variable Elimination, etc. with the help of which you can derive complex relationships across multiple input variables or features.

• Pluralsight
• 1 hour 59 minutes
• On-Demand
• Free Trial Available

Evaluating a Data Mining Model

This course covers the important techniques in model evaluation for some of the most popular types of data mining techniques. These techniques range from association rules learning to clustering, regression, and classification.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available