Professional Certificate in Recommendation Data Science
-- ViewingNowThe Professional Certificate in Recommendation Data Science is a comprehensive program that imparts learners with essential skills in building intelligent recommendation systems. These systems play a critical role in various industries, including e-commerce, entertainment, and social media, by providing personalized user experiences and driving customer engagement.
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โข Unit 1: Introduction to Recommendation Data Science
โข Unit 2: Data Preprocessing for Recommendation Systems
โข Unit 3: User-Item Collaborative Filtering
โข Unit 4: Content-Based Filtering
โข Unit 5: Hybrid Filtering Techniques
โข Unit 6: Evaluation Metrics for Recommendation Systems
โข Unit 7: Machine Learning Algorithms in Recommendation Systems
โข Unit 8: Deep Learning for Recommendation Systems
โข Unit 9: Scalability and Efficiency in Recommendation Systems
โข Unit 10: Ethical Considerations in Recommendation Data Science
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