Certificate in Market Basket Analysis with ML

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The Certificate in Market Basket Analysis with ML is a comprehensive course that empowers learners with essential skills in data analysis and machine learning. This course focuses on Market Basket Analysis, a crucial technique for discovering relationships between products in customer transactions.

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In today's data-driven world, Market Basket Analysis is in high demand across various industries, including retail, finance, healthcare, and e-commerce. By gaining expertise in this area, learners can unlock valuable insights, optimize product offerings, and improve customer experience. Through hands-on experience with real-world datasets and powerful tools like Python, R, and Tableau, this course equips learners with the skills necessary to advance their careers. By the end of this program, learners will be able to design and implement Market Basket Analysis, providing actionable recommendations for data-driven decision-making in their organizations.

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โ€ข Introduction to Market Basket Analysis
โ€ข Data Preparation for Market Basket Analysis
โ€ข Association Rule Learning
โ€ข Support, Confidence, and Lift Metrics
โ€ข Apriori Algorithm
โ€ข Eclat Algorithm
โ€ข Market Basket Analysis in Python
โ€ข Market Basket Analysis in R
โ€ข Real-World Applications of Market Basket Analysis
โ€ข Evaluation and Optimization of Market Basket Analysis

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The Certificate in Market Basket Analysis with ML offers a comprehensive understanding of the growing market trends in the UK. This course is designed to equip learners with the skills and knowledge required to excel in various roles related to data analysis, market research, and machine learning. 1. **Business Intelligence Analyst (30%)** Business Intelligence Analysts extract valuable insights from data to help organizations make informed decisions. They utilize data visualization tools and techniques to present complex data in an easy-to-understand format. 2. **Data Scientist (25%)** Data Scientists analyze and interpret large datasets using machine learning algorithms and statistical methods. They design data models, create predictive algorithms, and help businesses make data-driven decisions. 3. **Market Research Analyst (20%)** Market Research Analysts study market conditions to examine potential sales of a product or service. They gather data on consumer preferences and analyze it to provide recommendations for product development and marketing strategies. 4. **Machine Learning Engineer (15%)** Machine Learning Engineers design, develop, and implement machine learning systems. They use various techniques to extract knowledge and insights from data and create predictive models to solve business problems. 5. **Data Engineer (10%)** Data Engineers develop, construct, test, and maintain architectures such as databases and large-scale data processing systems. They are responsible for ensuring that these systems operate efficiently and that data is available to data scientists and analysts for analysis. This Certificate in Market Basket Analysis with ML prepares learners for these high-demand roles and ensures they possess the necessary skills to succeed in the ever-evolving UK job market. Enroll today and take the first step towards a successful career in data analysis and market research. Confidence: 90%

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
CERTIFICATE IN MARKET BASKET ANALYSIS WITH ML
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
London School of International Business (LSIB)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
ๅŒบๅ—้“พID๏ผš s-1-a-2-m-3-p-4-l-5-e
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