Data Mining Courses and Certifications

Tableau Advanced: Master Tableau in Data Science

18226 ratings at Udemy

Master Tableau in Data Science by solving Real-Life Analytics Problems. Learn Visualisation and Data Mining by doing!

• Udemy
• 9 hours 49 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Conference Talk

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
• 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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

UofU Data Science

Data Mining Lecture 21 - Privacy

Explore privacy challenges in data mining, from Massachusetts medical data to k-anonymity concepts and the Netflix challenge's intersection with IMDB databases.

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

Data Science Conference

Full Lifecycle Modeling with SAS Viya - Data Mining and Machine Learning

Master the complete data mining lifecycle using SAS Viya, from data preparation and exploration to building predictive models and deployment, enabling better business decisions through advanced analytics.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Markov Chains for Graphs - Lecture 22

Explore the modeling of graphs as Markov Chains, including concepts of ergodicity, limiting state vectors, and delicate balance in this data mining lecture.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Locality-Sensitive Hashing for Similarity Measures - Lecture 6

Dive into Locality-Sensitive Hashing (LSH) techniques, exploring min-hash algorithms, Jaccard similarity, and triangle-based approaches for efficient data mining and similarity search.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Portrait Service - AI-Driven PB-Scale Data Mining for Cost Optimization and Stability Enhancement

Discover how Kuaishou uses AI-driven data mining to optimize Kubernetes infrastructure, managing 200K+ machines with enhanced stability and 20% performance gains through intelligent resource allocation.

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

UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video