Data Mining Courses and Certifications

PHP UK Conference

Big Data Web - Big Data Science - Big Data Mining

Exploring big data science and mining techniques in PHP, with focus on creating value from data itself and unlocking collective wisdom across industries.

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

Bill Buchanan OBE

Network Attack Traffic and Data Mining - Lab 6

Explore network attack traffic and data mining techniques, including statistics, Nmap, Hydra, and crosscorrelation analysis for enhanced cybersecurity understanding.

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

Microcredential

Mastering Software Development in R

1484 ratings at Coursera

Comprehensive R programming specialization covering advanced topics, package development, and data visualization tools for aspiring data scientists and analysts seeking to enhance their software development skills.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Web Summit

Mining the Data Goldmine

Explore the future of big data and its revolutionary impact on businesses with insights from industry leaders in satellite imaging, analytics, and technology journalism.

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

Devoxx

Understanding the Human Genome: Data Mining in the World of DNA

Explore state-of-the-art human genomics research and how machine learning mines information from publications to link genes, mutations, and diseases using VarSome's bioinformatics solutions.

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

Center for Language & Speech Processing(CLSP), JHU

Speech and Dialog Mining on Heterogeneous Data

Explore techniques for analyzing and extracting valuable insights from large volumes of customer interactions, including speech and associated data, to enhance business operations.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Learning and Mining in Large-Scale Time Series Data - 2015

Explore machine learning approaches for analyzing large-scale time series and spatio-temporal data, with applications in healthcare and climate modeling.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

WeAreDevelopers

Data Mining for Security Anomalies

Explore techniques for collecting, processing, and mining security event data to detect anomalies and generate actionable insights for improved system protection.

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

WeAreDevelopers

Repository Data Mining on GitHub

Explore data mining techniques on GitHub repositories, covering machine learning, text classification, and collaborative development practices for enhanced project insights and efficiency.

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

Data Mining Wireless Survey Data with ELK

Explore data mining techniques for wireless survey data using ELK stack, enhancing network analysis and security insights.

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

Black Hat

SQL Injection and Data Mining Through Inference

Explore advanced SQL injection techniques and data mining through inference, focusing on exploiting database vulnerabilities and extracting sensitive information.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Conference Talk

Black Hat

NT - 2K Incident Response & Mining for Hidden Data - PostMortem of Windows Box

Explore advanced techniques for Windows incident response and data mining, uncovering hidden information in NT/2K systems for effective forensic analysis.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Conference Talk

Black Hat

NT - 2K Incident Response & Mining Hidden Data - PostMortem of Windows Box pt2

Explore advanced techniques for Windows incident response and data mining, focusing on hidden information extraction and post-mortem analysis of compromised systems.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Conference Talk

Predator to Prey - Tracking Criminals with Trojans and Data Mining for Fun and Profit

Explore tracking techniques for stolen devices, from USB hacks to data mining, with ethical considerations and real-world case studies in digital forensics and cybersecurity.

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