Data Mining Courses and Certifications

CompTIA Data+ (DA0-001) Cert Prep: Domain 2.0 Data Mining

183 ratings at LinkedIn Learning

Learn about data mining as you prepare for the CompTIA Data+ (DA0-001) exam.

• LinkedIn Learning
• 1 hour 27 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Online Course

Introducción a la Minería de Datos

1321 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
• On-Demand
• 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
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Business analytics and data mining Modeling using R

Objective of this course is to impart knowledge on use of data mining techniques for deriving business intelligence to achieve organizational goals.

• Swayam
• 12 weeks
• On-Demand
• 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
• On-Demand
• Conference Talk

Python A-Z™: Python For Data Science With Real Exercises!

30272 ratings at Udemy

Programming In Python For Data Analytics And Data Science. Learn Statistical Analysis, Data Mining And Visualization

• Udemy
• 11 hours 4 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

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

Tableau Advanced: Master Tableau in Data Science

18191 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
• On-Demand
• Paid Course