Mining Courses

Mining Massive Datasets

24 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
• 7 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

NPTEL;  IIT Kharagpur

Data Mining

39 reviews

Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.

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

Coal: From Mining to Electricity Generation and Future Outlook

2 reviews

Comprehensive exploration of coal's lifecycle, from mining to electricity generation, examining environmental impacts, economics, and future prospects in the energy landscape.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Pattern Discovery in Data Mining

21 reviews

Explore data mining concepts, methodologies, and applications, focusing on pattern discovery. Learn scalable methods for massive transactional data, evaluation measures, and techniques for mining diverse patterns.

• Coursera
• 17 hours 17 minutes
• On-Demand
• Paid Course

Data Mining - The Tool of the Information Age

Explore, analyze, and leverage data sets of any scale with guidance from Google's Search Scientist in this informative webinar on data mining techniques and applications.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Mining Online Data Across Social Networks

Explore techniques for mining online data to capture temporal patterns, model influence, and infer hidden networks of information flow across social media and news platforms.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

Coal - Mining, Processing, Transportation, and Environmental Impacts

Explore coal's significance, mining processes, transportation, electricity generation, environmental impacts, and economic future in this comprehensive Stanford energy lecture.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Coal - Mining, Processing, Transportation, and Environmental Impacts

Explore coal's role in energy, from mining and processing to electricity generation, environmental impacts, and future economic prospects in this comprehensive Stanford lecture.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Eindhoven University of Technology

Process Mining: Data science in Action

18 reviews

Discover, analyze, and improve business processes using data science techniques. Learn process mining to bridge model-based analysis and data-oriented approaches for operational excellence.

• Coursera
• 22 hours
• On-Demand
• Paid Course

Text Mining and Analytics

10 reviews

Explore statistical approaches for mining and analyzing text data, covering word associations, topic analysis, clustering, categorization, and sentiment analysis, with practical applications.

• Coursera
• 1 day 9 hours 29 minutes
• On-Demand
• Paid Course

Text Mining with Bag-of-Words in R

Learn the bag of words technique for text mining with R.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Text Mining in R

Discover text mining in R and learn how to extract exciting insights from tweets, product reviews, and books through sentiment analysis in R.

• DataCamp
• 16 hours
• On-Demand
• Free Trial Available

Mining Financial Model & Valuation

53 ratings at Corporate Finance Institute

Build a DCF valuation model for a mining asset in Excel

• Corporate Finance Institute
• 1 hour 40 minutes
• On-Demand
• Paid Course

Knowledge Mining With Azure AI Search

In this course, you'll learn how to build end-to-end solutions with Azure Cognitive Search. You'll learn how to import data into Cognitive Search, enrich data using built-in and custom skills, and consume data from Cognitive Search in your applications.…

• Udacity
• 13 hours
• On-Demand
• Paid Course

Applied Text Mining in Python

3824 ratings at Coursera

Learn text mining and manipulation in Python, covering NLTK, regex, text cleaning, classification, and topic modeling for advanced document analysis.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Paid Course