Apriori Algorithm Courses and Certifications

Association Rules Analysis

Explore unsupervised learning with association rules and outlier detection. Learn frequent patterns, Apriori algorithms, and outlier analysis techniques through hands-on tutorials and real-world case studies.

• Coursera
• 22 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining Methods

21 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 4 minutes
• On-Demand
• Free Online Course (Audit)

Association Rule Mining: Basic Theory & Practice

31 ratings at Udemy

Theoretical Understanding and Market Basket Analysis with Python

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Market Basket Analysis in Python

Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Market Basket Analysis in R

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning with Python: Association Rules

73 ratings at LinkedIn Learning

Explore the unsupervised machine learning approach known as association rules, as well as a step-by-step guide on how to use the approach for market basket analysis in Python.

• LinkedIn Learning
• 1 hour 28 minutes
• On-Demand
• Free Trial Available

Machine Learning for Retail

17 ratings at Pluralsight

This course will explore the conceptual aspects of applying machine learning to problems in the retail industry, discuss case studies of machine learning used by retailers, and explore practical implementations of techniques on real-world data.

• Pluralsight
• 2 hours
• On-Demand
• Free Trial Available

Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.

• YouTube
• 2 hours 56 minutes
• On-Demand
• Free Online Course

Great Learning

Apriori Algorithm in Data Mining - Association Rule Mining - Data Science Algorithm

Comprehensive tutorial on the Apriori algorithm in data mining, covering its importance, application in association rule mining, and implementation, with a focus on conjoint analysis and market basket analysis.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Online Course

Augmented Startups

Machine Learning Fun and Easy

Explore popular machine learning concepts through engaging lectures covering regression, clustering, neural networks, and more. Gain fundamental knowledge in an accessible, enjoyable format.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Mineração de Regras de Associação com Python, Apriori e SQL

377 ratings at Udemy

Aprenda a descobrir padrões escondidos em bases de dados comerciais utilizando regras de associação com o Python!

• Udemy
• 7 hours
• On-Demand
• Paid Course

University of Milano-Bicocca

Data Mining - Clustering and Association

Explore clustering and association rules in data mining, covering partitioning, hierarchical, and density-based methods. Learn about cluster validation, frequent itemsets, and pattern evaluation techniques.

• EduOpen
• Finished
• Free Online Course