Mining Courses

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

Data Mining for Decision Making

Master data mining techniques including decision trees, neural networks, and clustering to extract actionable insights from complex datasets for informed decision-making.

• Swayam
• 4 weeks
• 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

Text Mining and Natural Language Processing in R

872 ratings at Udemy

Hands-on text mining and natural language processing (NLP) training for data science applications in R

• Udemy
• 8 hours 49 minutes
• On-Demand
• Paid Course

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

Applied Text Mining and Sentiment Analysis with Python

712 ratings at Udemy

Perform Sentiment Analysis on Twitter data by combining Text Mining and NLP techniques, NLTK and Scikit-Learn

• Udemy
• 2 hours 18 minutes
• On-Demand
• Paid 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

Discover how to plan, manage, and deliver IBM process mining projects from start to finish, including team building, client engagement, and workshop leadership.

• IBM Training
• 2 hours
• On-Demand
• Free Online Course

Discover IBM Process Mining capabilities, learn to create event logs from data, understand differentiating factors from competitors, and master the complete user journey workflow.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course

Regression, Data Mining, Text Mining, Forecasting using R

545 ratings at Udemy

Learn Regression Techniques, Data Mining, Forecasting, Text Mining using R

• Udemy
• 1 day 8 hours 57 minutes
• On-Demand
• Paid Course

Text Mining and Sentiment Analysis with Tableau and R

497 ratings at Udemy

Data Science with R and Tableau: Extract valuable info out of Twitter to rock in marketing, finance, or any research.

• Udemy
• 3 hours 57 minutes
• On-Demand
• Paid Course

Text Mining, Scraping and Sentiment Analysis with R

493 ratings at Udemy

Learn how to use Twitter social media data for your R text mining work.

• Udemy
• 3 hours 9 minutes
• On-Demand
• Paid Course

Mining 4.0 - Mining in the Industry 4.0

483 ratings at Udemy

Learn about how the Mining Industry is being transformed in Industry 4.0

• Udemy
• 13 hours 31 minutes
• On-Demand
• Paid Course

Discover IBM Process Mining's full project lifecycle through hands-on JIRA ticketing analysis, from data import to performance monitoring and what-if scenarios.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course

Data Science:Data Mining & Natural Language Processing in R

441 ratings at Udemy

Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples

• Udemy
• 13 hours 18 minutes
• On-Demand
• Paid Course