Professional Certificate in Predictive Analytics: Impactful Retail Results
-- ViewingNowThe Professional Certificate in Predictive Analytics: Impactful Retail Results is a comprehensive course designed to equip learners with essential skills in predictive analytics, a field in high industry demand. This certificate course emphasizes the importance of data-driven decision making in retail, providing a solid foundation in predictive modeling, statistical analysis, and machine learning techniques.
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โข Introduction to Predictive Analytics: Fundamentals of predictive analytics, data mining, and machine learning
โข Data Preparation for Predictive Analytics: Data cleaning, preprocessing, and feature engineering
โข Statistical Analysis for Retail: Descriptive and inferential statistics, probability distributions, and hypothesis testing
โข Regression Models in Predictive Analytics: Linear and logistic regression, model selection, and evaluation
โข Time Series Analysis for Retail: Autoregressive, moving average, and exponential smoothing models
โข Machine Learning Techniques for Retail: Supervised, unsupervised, and reinforcement learning, ensemble methods
โข Segmentation and Customer Analytics: Customer segmentation, clustering, and cohort analysis
โข Predictive Analytics in Inventory Management: Demand forecasting, safety stock, and replenishment models
โข Predictive Analytics in Pricing and Promotions: Price elasticity, discount optimization, and pricing strategies
โข Communicating Predictive Analytics Results: Data visualization, storytelling, and effective presentations
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