Mining Courses

Coursera

Foundations of Modern Mining

11 ratings at Coursera

Discover the complete mining cycle from prospecting to after-care, gaining essential knowledge about modern mining operations, terminology, and industry-validated practices for professional advancement.

• Coursera
• 1 hour 58 minutes
• On-Demand
• Paid Course

IIT Kharagpur;  NPTEL

Mining Machinery

Comprehensive exploration of mining machinery, covering construction, operation, and maintenance aspects for surface and underground operations, equipping engineers with essential knowledge for equipment selection and management.

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

How to Build a Mining Rig

Learn to build, optimize, and troubleshoot cryptocurrency mining rigs, covering hardware selection, software setup, and best practices for efficient and profitable mining operations.

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

Data Professor

Weka Data Mining Tutorials

Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.

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

Process Advisor: Understanding Task Mining and Process Mining in Microsoft

Explore Process Advisor and Task Mining for optimizing workflows. Learn about features, analytics, privacy, and implementation to improve business efficiency and determine ROI.

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

Association for Computing Machinery (ACM)

FeatureSmith - Automatically Engineering Features for Malware Detection by Mining the Security Literature

Explore automated feature engineering for malware detection using security literature mining, enhancing detection accuracy and providing explainable results.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

The Unintended Consequences of Mining Software Build Systems

Explore how historical build failure data can improve software development processes, with insights on testing, code reviews, remote onboarding, and productivity measurement.

• YouTube
• 10 minutes
• On-Demand
• Conference Talk

GDC

Mining Your Own Design - Crafting the Crafting System in Astroneer

Explore how System Era Softworks enhanced Astroneer's crafting system by analyzing existing design, making extensive changes without destabilizing gameplay, and deepening player engagement.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Hausdorff Center for Mathematics

Proof Mining in Bounded Arithmetic

Explore proof mining in bounded arithmetic, focusing on computational content, complexity classes, and applications in mathematical logic and theoretical computer science.

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

Bioinformatics Coach

Data Mining - Biological Databases

Learn to mine biological databases, download gene expression data, and use tools like TCGA, NCBI, and SRA toolkit for bioinformatics research. Covers Python and R programming for data analysis.

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

Business Intelligence & Data Mining

Learn essential concepts and techniques in data analysis, mining, warehousing, and visualization to drive business insights and decision-making in this comprehensive, mobile-friendly program.

• Study.com
• 13 hours 36 minutes
• On-Demand
• Paid Course

Great Learning

Clustering in Data Mining - K Means Clustering Algorithm - Hierarchical Clustering

This "Clustering in Data Mining" tutorial will help you to comprehensively learn all the concepts related to clustering algorithms.

• YouTube
• 3 hours 37 minutes
• On-Demand
• Free Video

Great Learning

Unsupervised Learning Tutorial - Clustering Algorithm - Association Rule Mining

This Unsupervised Learning Tutorial will introduce you to the nitty gritty of Machine Learning and How Unsupervised Algorithms Work.

• YouTube
• 4 hours 10 minutes
• On-Demand
• Free Video

Great Learning

Apriori Algorithm in Data Mining - Association Rule Mining - Data Science Algorithm

Comprehensive tutorial on the Apriori algorithm in data mining, covering its importance, application in association rule mining, and implementation, with a focus on conjoint analysis and market basket analysis.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Great Learning

Decision Tree in Data Mining and Machine Learning - Algorithm Tutorial

This 'Decision Tree in Data Mining' video will help you to comprehensively learn all the concepts of decision tree such as Impurity, Gini index, and pruning.

• YouTube
• 2 hours 20 minutes
• On-Demand
• Free Video