Data Mining Courses and Certifications

UofU Data Science

Data Mining Lecture 24 - Graph Communities

Explore graph communities in social networks, including Erdos-Renyi random graphs, preferential attachments, betweenness, and modularity concepts.

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

UofU Data Science

Data Mining Lecture 19 - Distance Metric Learning

Explore distance metric learning concepts and techniques in this comprehensive data mining lecture from UofU Data Science.

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

UofU Data Science

Data Mining: Understanding Min Hashing Techniques - Lecture 5

Dive into advanced min hashing techniques for efficient similarity computation and data processing, exploring algorithmic approaches for optimizing large-scale data operations.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Randomness, Hash Functions and Probability Theory - Lecture 2

Explore fundamental concepts of data randomness, hash functions, and probability theory through birthday paradox and coupon collector problems in data mining.

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

UofU Data Science

Welcome to Data Mining - L1

Discover data mining fundamentals through course mechanics and comprehensive overview in this introductory session from UofU Data Science.

• YouTube
• 1 hour 9 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

Data Science Conference

Introduction to Data Mining for Healthcare Domain

Discover how data mining transforms healthcare through accessible tools and techniques, focusing on diagnosis, therapy discovery, and medical research - no programming experience needed.

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

UofU Data Science

Data Mining Lecture 23 - PageRank

Explore the PageRank algorithm, its principles, and applications in data mining in this comprehensive lecture from UofU Data Science.

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

Data Mining with Weka

Learn data mining techniques using Weka software. Explore datasets, build classifiers, visualize data, and understand key concepts like cross-validation, overfitting, and ensemble learning.

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

More Data Mining with Weka

Explore advanced data mining techniques using Weka, covering discretization, document classification, decision trees, association rules, clustering, attribute selection, cost-sensitive learning, and neural networks.

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

Advanced Data Mining with Weka

Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.

• YouTube
• 5 hours
• Self-Paced
• 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
• Self-Paced
• Free Video

Eindhoven University of Technology

Process Mining: Data science in Action

18 ratings

Discover, analyze, and improve business processes using data science techniques. Learn process mining to bridge model-based analysis and data-oriented approaches for operational excellence.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Exploratory Analytics Project Ideation

Dive into exploratory analytics methods like clustering and anomaly detection, then learn to ideate and plan data-driven projects using design sprint frameworks for effective business solutions.

• Coursera
• 14 hours 50 minutes
• Self-Paced
• Paid Course

Coursera

Mining Quality Prediction Using Machine & Deep Learning

69 ratings at Coursera

Predict silica concentrate in iron ore using machine learning and deep learning models. Explore data, train models, and evaluate performance for faster mining industry predictions.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course