Mining Courses

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
• On-Demand
• 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
• On-Demand
• Free Video

TEDx

How Process Mining Improves the Things You Do Not See

Discover how process mining uncovers hidden insights in everyday processes, improving efficiency and productivity across various industries and applications.

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

Devoxx

Cryptocurrency, Data Mining and Machine Learning - Winning Combo?

Explore optimizing cryptocurrency portfolios using ElasticSearch, Facebook's Prophet, and custom Python data mining for long-term investment strategies.

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

Association for Computing Machinery (ACM)

Mining Controller Inputs to Understand Gameplay

Innovative approach using probabilistic topic models to analyze controller inputs, revealing gameplay patterns and player-independent action types in video games.

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

Association for Computing Machinery (ACM)

ERICA - Interaction Mining Mobile Apps

Innovative system for capturing app design components, enabling data-driven design through interaction mining. Detects UI changes, records data streams, and creates user interaction traces for improved UX analysis and development.

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

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
• On-Demand
• Conference Talk

nullcon

Mobile Code Mining for Discovery & Exploits

Explore mobile app vulnerabilities across iOS, Android, and Windows platforms, with demos and tools for effective source code review and security analysis.

• YouTube
• 40 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

Recon Conference

Mining Disputed Territories - Studying Attacker Signatures

Explore attacker dynamics and signatures in cyber conflicts, leveraging insights for proactive defense and enhanced situational awareness in the cybersecurity landscape.

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

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
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk