Mining Courses

Foundations of mining non-structured medical data

24 ratings at Coursera

Explore foundations of mining non-structured medical data, covering challenges, NLP, image analysis, and data analytics in healthcare. Gain insights for innovative applications in the medical field.

• Coursera
• 6 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Digital Transformation of Mining

Explore digital technology's impact on mining, from value chain optimization to workforce transformation. Learn about automation, remote operations, data analytics, and visualization in precision mining.

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

The Minerals and Mining Business

11 ratings at edX

This course provides learners with an overview of the mining sector through the lens of the value chain, examining how companies and other stakeholders explore for and then transform a mineral resource to create valuable products and other forms of capit…

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

Data mining of Clinical Databases - CDSS 1

13 ratings at Coursera

Explore MIMIC-III, the largest public EHR database. Learn database design, querying tools, and data extraction for developing clinically useful machine learning algorithms in healthcare.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

A Hands-On Introduction to Process Mining

Compact course to learn the basics of Process mining. After this course, you will understand the concepts and you will be able to analyze event data. Using the provided software, you can immediately start improving any operational process.

• edX
• 5 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

STAT 508: Applied Data Mining & Statistical Learning

Explore statistical learning and data mining methods using R, covering predictive modeling, clustering, and dimension reduction techniques for analyzing complex datasets.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

Chengdu University of TCM

Medical Data Analysis and Mining

Master medical data analysis through hands-on case studies, from data preprocessing to advanced mining techniques, with practical applications in traditional Chinese medicine and modern healthcare scenarios.

• XuetangX
• On-Demand
• Free Online Course

Mining Spatial and Spatio-Temporal Datasets: Challenges and Approaches

Explore spatial data mining techniques, including hotspots, outliers, and predictive models. Learn about spatial autocorrelation, statistical foundations, and research challenges in this field.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

IIT Roorkee;  NPTEL

Business Analytics & Text Mining Modeling using Python

Learn Python-based text mining for business intelligence, covering data handling, visualization, and modeling techniques to extract insights from textual data.

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

IIT Roorkee;  NPTEL

Business Analytics & Data Mining Modeling using R Part II

Explore advanced data mining techniques using R for business intelligence. Learn unsupervised learning, association rules, cluster analysis, and time series forecasting to derive actionable insights.

• Swayam
• 4 weeks
• On-Demand
• Free Online 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 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

Introduction to Data and Text Mining using DSTK 3

74 ratings at Udemy

Do you want to learn data mining and text mining. This course will teach you data and text mining using DSTK software.

• Udemy
• 2-3 hours
• On-Demand
• Free Online Course