Mining Courses

Association for Computing Machinery (ACM)

Adversarial Data Mining - Big Data Meets Cyber Security

Explore adversarial data mining techniques in cybersecurity, focusing on big data challenges and solutions for detecting and mitigating threats in complex digital environments.

• YouTube
• 2 hours 41 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Digital Trust and Sustainable Mining - Securing Global ESG Reporting

Explore how digital trust technology enables secure sharing of sustainability certifications in mining, facilitating ESG reporting and global market differentiation for natural resource companies.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

MLCon | Machine Learning Conference

Mining Software Development History - Approaches and Challenges

Explore software development history analysis, including embeddings, time warping, and clustering techniques. Learn to extract insights from version control logs and predict future trends.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

Gopher Academy

Mining the Go Developer Community

Explore Go developer community trends, metrics, and insights using data mining techniques and machine learning to understand adoption patterns and competitive landscape.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Rust

Graph Mining in Rust - Comparing Performance with Python and Java

Explore graph mining implementation in Rust, comparing it with Python and Java. Learn about Rust's unique features, community, and advantages for complex data processing tasks.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

NDC Conferences

Getting Started with Your First Mining Rig

Learn to build and configure a custom Ethereum mining rig, optimize performance, and understand cryptocurrency storage options. Explore hardware choices, mining software, and wallet types for securing your digital assets.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

OWASP Foundation

Over 20 Years of SQL Injection Attacks - Refining Web Attack Detection Using Data Mining Techniques

Explore data mining techniques to refine SQL injection attack detection using CDN logs, NLP, and clustering for improved web security and emerging threat identification.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

The Aspen Institute

From Mining to Moscow - How Geopolitics Shape the Energy Transition

Experts discuss geopolitical implications of global clean energy transition, exploring challenges and opportunities in resource acquisition, international competition, and policy decisions.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Pseudo History and Digital History - The Dangerous Art of Text Mining

Exploring the risks of text mining in historical analysis and advocating for a hybrid approach that combines data science with traditional historical methods.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Surviving a Ph.D. and Career Options in Data Mining - Doctoral Forum Panel

Expert panel discusses strategies for Ph.D. success and post-doctoral career paths in academia, industry, and research labs, offering valuable insights for data mining doctoral students.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

PASS Data Community Summit

Text Mining & Sentiment Analysis Made Easy

Learn to analyze text data using Azure Cognitive Services and Power BI. Extract key phrases, derive sentiment scores, and create effective visual dashboards without needing advanced data science skills.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Introduction to Data Mining in SQL Server Analysis Services

Learn to create and integrate data mining models in SQL Server Analysis Services for customer prediction, marketing optimization, and forecasting using various algorithms and tools.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Data Mining in SQL Server Analysis Services

Explore advanced data mining techniques using SQL Server Analysis Services to uncover hidden patterns and gain valuable insights from your datasets.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Conference Talk

USENIX

Cyclosa - Redundancy-Free Graph Pattern Mining via Set Dataflow

Innovative framework for efficient graph pattern mining, eliminating redundancies through set dataflow representation and parallel execution, outperforming existing systems in various scenarios.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk