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

323 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

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

7 ratings at edX

Learn how to discover knowledge in data via data mining.

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

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 Video

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

Microcredential

Practical Data Mining

Get a practical introduction to data mining using the popular Weka workbench.

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

Data Mining with Weka

Learn data mining techniques using Weka software. Explore datasets, build classifiers, visualize data, and understand key concepts like cross-validation, overfitting, and ensemble learning.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

More Data Mining with Weka

Explore advanced data mining techniques using Weka, covering discretization, document classification, decision trees, association rules, clustering, attribute selection, cost-sensitive learning, and neural networks.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Advanced Data Mining with Weka

Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.

• YouTube
• 5 hours
• On-Demand
• Free Video

Data Science Foundations: Data Mining

304 ratings at LinkedIn Learning

Learn the key concepts and skills behind one of the most important elements of data science: data mining.

• LinkedIn Learning
• 3 hours 3 minutes
• 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

AI TIME:KDD2021-6

Explore cutting-edge AI research and developments presented at KDD2021, focusing on machine learning innovations, data mining techniques, and real-world applications.

• XuetangX
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Data Mining

Explore data mining fundamentals, algorithms, and applications. Learn preprocessing, association rules, classification, clustering, and visualization techniques. Gain practical skills through open-source software and industry case studies.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course