Data Mining Courses and Certifications

Algorithms for Big Data

10 ratings

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Regression, Data Mining, Text Mining, Forecasting using R

545 ratings at Udemy

Learn Regression Techniques, Data Mining, Forecasting, Text Mining using R

• Udemy
• 1 day 8 hours 57 minutes
• Self-Paced
• Paid Course

Data Science:Data Mining & Natural Language Processing in R

443 ratings at Udemy

Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples

• Udemy
• 13 hours 18 minutes
• Self-Paced
• Paid Course

Introduction to Data Warehousing and Data Mining

Explore data warehousing concepts, architecture, ETL processes, and data mining techniques for comprehensive organizational data analysis and decision-making.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Introducción a la Minería de Datos

1324 ratings at Coursera

Aprende conceptos y algoritmos de Minería de Datos, explorando bases reales y desarrollando habilidades básicas de un científico de datos para abrir puertas al futuro profesional.

• Coursera
• 3 days 6 hours 6 minutes
• Self-Paced
• Paid Course

STAT 508: Applied Data Mining & Statistical Learning

Explore statistical learning and data mining methods using R, covering predictive modeling, clustering, and dimension reduction techniques for analyzing complex datasets.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

IIT Roorkee;  NPTEL

Business Analytics & Data Mining Modeling Using R Part II

Explore advanced data mining techniques using R for business intelligence. Learn unsupervised learning, association rules, cluster analysis, and time series forecasting to derive actionable insights.

• Swayam
• 4 weeks
• Available until Aug 14, 2026
• Free Online Course

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

LASCON

Hunting Twitter Bots at Scale - 2018

Explore techniques to identify and track automated Twitter accounts using data collection, attribute analysis, and machine learning classifiers for large-scale bot detection.

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

Elvis Saravia

Building Tools and Frameworks for Large-Scale Social Media Mining

Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.

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

DSDSD - Dutch Seminar on Data Systems Design

Efficient Detection of Multivariate Correlations in Static and Streaming Data

Discover efficient algorithms for detecting multivariate correlations in data systems, exploring novel approaches that outperform existing methods by analyzing static and streaming datasets.

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

UofU Data Science

Graph Embeddings - Lecture 25

Explore graph embeddings from MDS and Laplacian-based approaches to DeepWalk, with insights on word vector embeddings and bias in this comprehensive lecture.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Data Science Conference

New Extractivism - Digital Exploitation in the Information Age

Explore how digital extractivism extends colonial practices into modern times, examining its impact on human behavior, DNA, emotions, and natural resources while reshaping global power dynamics.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Inductive Databases and Knowledge Scouts

Explore intelligent agents for automated knowledge discovery in databases using KGL-1 scripts. Learn about association rules, graphs, and real-world applications in medical and youth behavior data mining.

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

Neuro Symbolic

Itemset Mining and the A Priori Algorithm

Explore the A Priori algorithm for efficient itemset mining, a crucial technique in data analysis and association rule learning.

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