Market Basket Analysis Courses and Certifications

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AI Retail Solutions: Market Basket Analysis

Explore AI-driven retail innovations, focusing on market basket analysis to enhance customer experience and boost retention through data-driven insights.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Foundations of Data Science

Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science.

• edX
• 7 weeks, 4-5 hours a week
• 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

Marketing Analytics & Retail Business Management using Excel

1463 ratings at Udemy

Retail analytics using MS Excel - Covering Forecasting, Market Basket, RFM, Customer Valuation & Price Bundling

• Udemy
• 7 hours 50 minutes
• On-Demand
• Paid Course

Advanced Tableau - Level of Detail Expressions / LOD

787 ratings at Udemy

Take Your Tableau Data Visualization and Data Analytics Skills to the Next Level and Design Custom Solutions with Ease

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

RA: Retail Customer Analytics and Trade Area Modeling.

304 ratings at Udemy

EP3: Learn Python and apply Customer analytics, Churn prediction, Customer Segmentation and Trade Area Modeling.

• Udemy
• 15 hours 40 minutes
• On-Demand
• Paid Course

Build & Host ML Apps (Python) + Top Data Science projects

26 ratings at Udemy

Python Streamlit Apps: EDA | NLP | cancer Prediction | Forecasting | Customer Lifetime Value | Market Basket Analysis

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

Data Analytics for Managers

2 ratings at FutureLearn

Maximise the data analytics capabilities of your team to solve business problems or achieve business efficiencies.

• FutureLearn
• 6 weeks, 3 hours a week
• On-Demand
• $134.00

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

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 Video

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 Video

Tableau Tutorial

Learn Tableau's key features, architecture, and data visualization techniques including charts, plots, and KPIs for effective business intelligence analysis.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

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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