Masterclass Certificate in Recommendation System Design
-- ViewingNowThe Masterclass Certificate in Recommendation System Design is a comprehensive course that equips learners with essential skills to create intelligent, personalized recommendation systems. This program highlights the importance of data-driven decision-making and how recommendation systems can significantly improve user experience and drive business growth.
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โข Introduction to Recommendation Systems
โข Types of Recommendation Systems: Collaborative and Content-Based Filtering
โข User-Item Interaction Matrix and its Importance
โข Data Mining Techniques in Recommendation Systems
โข Evaluation Metrics for Recommendation Systems: Precision, Recall, and F1 Score
โข Matrix Factorization Techniques in Recommendation Systems
โข Implementing Deep Learning Models for Recommendation Systems
โข Real-World Challenges in Recommendation System Design
โข Ethical Considerations in Recommendation System Design
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