Data Mining Courses and Certifications

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

Credential

Data Mining

2949 ratings at Coursera

Comprehensive exploration of data mining techniques for structured and unstructured data, covering visualization, text retrieval, analytics, pattern discovery, and clustering, with a practical Yelp-based capstone project.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• 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
• Self-Paced
• 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
• 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

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

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

Intro to Analytic Thinking, Data Science, and Data Mining

158 ratings at Coursera

Explore data science fundamentals, ethical considerations, and business applications. Learn CRISP-DM, analytics types, and practical problem-solving using data science tools and techniques.

• Coursera
• 7 hours 15 minutes
• Self-Paced
• Paid Course

Data Mining in Python

11 ratings at Coursera

Discover how to extract valuable insights from large datasets using Python, covering itemsets, vectors, matrices, and sequences with real-world applications.

• Coursera
• 2 days 5 hours 51 minutes
• Self-Paced
• Paid Course

EuroPython Conference

Fast Data Mining with Pytables and Pandas

Explore efficient data mining techniques using Pytables and pandas for handling large datasets and performing rapid analysis.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Introduction to Data Mining in SQL Server Analysis Services

Learn to create and integrate data mining models in SQL Server Analysis Services for customer prediction, marketing optimization, and forecasting using various algorithms and tools.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Conference Talk

Minería de Datos: Segmentación de Mercados

Aprende a utilizar minería de datos y el algoritmo K-Means para segmentar mercados, analizar comportamientos de clientes y tomar decisiones de negocio informadas utilizando RapidMiner.

• edX
• 5 weeks, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Minería de Datos: Análisis de la Canasta de Compra

Aprende a analizar patrones de compra utilizando minería de datos y RapidMiner. Descubre reglas de asociación y crea modelos predictivos para mejorar estrategias de marketing y toma de decisiones.

• edX
• 5 weeks, 4-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Minería de datos aplicada al marketing

Aprende a utilizar técnicas de minería de datos para segmentar clientes, analizar patrones de compra y desarrollar estrategias de marketing efectivas utilizando inteligencia artificial y machine learning.

• edX
• 10 weeks, 4-5 hours/week
• Self-Paced
• $78.00
• 2 courses