Masterclass Certificate in Recommendation System Design
-- ViewingNowThe Masterclass Certificate in Recommendation System Design is a comprehensive course that equips learners with the essential skills needed to design and implement recommendation systems in today's data-driven world. Recommendation systems are a critical component of many modern applications, from e-commerce to social media, and there is a high demand for professionals who understand how to design and build them.
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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 Mining and Machine Learning Techniques for Recommendation Systems
โข Unit 4: Implementing Collaborative Filtering (User-User & Item-Item)
โข Unit 5: Building Content-Based Recommendation Systems
โข Unit 6: Designing Hybrid Recommendation Systems
โข Unit 7: Evaluation Metrics for Recommendation Systems (Precision, Recall, F1 Score, etc.)
โข Unit 8: Improving Recommendation System Performance (Optimization Techniques)
โข Unit 9: Real-World Challenges and Best Practices in Recommendation System Design
โข Unit 10: Ethics and Bias in Recommendation Systems
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