Advanced Certificate Retail Analytics & Machine Learning
-- ViewingNowThe Advanced Certificate in Retail Analytics & Machine Learning is a comprehensive course designed to equip learners with essential skills in data analysis and machine learning for the retail industry. This course is of utmost importance due to the increasing demand for data-driven decision-making in retail businesses.
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โข Retail Analytics Foundation: Introduction to retail analytics, data sources, data types, and data preprocessing
โข Machine Learning Basics: Overview of machine learning, supervised and unsupervised learning, regression and classification algorithms
โข Data Mining Techniques: Association rules, sequential patterns, and clustering for retail data analysis
โข Predictive Analytics: Time series forecasting, predictive modeling, and scenario planning for retail
โข Text Analytics: Sentiment analysis, topic modeling, and natural language processing in retail
โข Computer Vision: Object detection, image recognition, and visual search in retail
โข Prescriptive Analytics: Optimization, simulation, and decision modeling for retail
โข Machine Learning Applications: Pricing optimization, inventory management, customer segmentation, and recommendation systems
โข Ethics in Retail Analytics & Machine Learning: Data privacy, security, and ethical considerations in retail analytics and machine learning
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