Masterclass Certificate in Recommendation System Architecture
-- ViewingNowThe Masterclass Certificate in Recommendation System Architecture is a comprehensive course that imparts critical skills in designing and implementing recommendation systems. This certification is significant due to the increasing industry demand for professionals who can leverage machine learning and data analytics to enhance user experience and boost business growth.
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โข Unit 1: Introduction to Recommendation Systems
โข Unit 2: Types of Recommendation Systems (Collaborative Filtering, Content-Based, Hybrid)
โข Unit 3: Data Preprocessing for Recommendation Systems
โข Unit 4: Collaborative Filtering Algorithms (User-User, Item-Item)
โข Unit 5: Content-Based Filtering Techniques
โข Unit 6: Hybrid Recommendation Systems
โข Unit 7: Evaluation Metrics for Recommendation Systems
โข Unit 8: Scalability and Performance Optimization
โข Unit 9: Ethical Considerations in Recommendation Systems
โข Unit 10: Advanced Topics in Recommendation Systems (Deep Learning, Context-Aware Systems)
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