Professional Certificate in Quantitative Marketing with Machine Learning
-- ViewingNowThe Professional Certificate in Quantitative Marketing with Machine Learning is a highly relevant course that combines the power of data analysis and machine learning to drive marketing success. This program is designed to equip learners with essential skills that are in high demand in today's data-driven economy.
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โข Unit 1: Introduction to Quantitative Marketing and Machine Learning
โข Unit 2: Data Analysis for Marketing: Descriptive and Inferential Statistics
โข Unit 3: Predictive Modeling with Regression Analysis
โข Unit 4: Classification Techniques in Machine Learning
โข Unit 5: Advanced Machine Learning Algorithms: Random Forests, Gradient Boosting, and Neural Networks
โข Unit 6: Experimental Design and A/B Testing
โข Unit 7: Customer Segmentation and Cluster Analysis
โข Unit 8: Price Optimization and Markdown Pricing Strategies
โข Unit 9: Recommendation Systems and Collaborative Filtering
โข Unit 10: Machine Learning in Digital Advertising and Customer Acquisition
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