Undergraduate Certificate in Machine Learning Recommender Systems
-- ViewingNowThe Undergraduate Certificate in Machine Learning Recommender Systems is a career-advancing course designed to equip learners with essential skills in machine learning and recommender systems. This certificate program is critical for professionals seeking to enhance their knowledge and expertise in this rapidly growing field.
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โข Introduction to Machine Learning & Recommender Systems
โข Data Preprocessing for Recommender Systems
โข Collaborative Filtering: User-Based & Item-Based Approaches
โข Content-Based Filtering & Hybrid Methods
โข Matrix Factorization Techniques in Recommender Systems
โข Deep Learning for Recommender Systems
โข Evaluation Metrics for Recommender Systems
โข Implementing Recommender Systems with Python & Scikit-learn
โข Real-World Challenges & Best Practices in Recommender Systems
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