Masterclass Certificate in Algorithmic Recommendations
-- ViewingNowThe Masterclass Certificate in Algorithmic Recommendations is a comprehensive course designed to equip learners with essential skills in building effective and profitable recommendation systems. This course is critical for professionals looking to stay updated with the latest advancements in AI and machine learning technologies, which are increasingly being used to drive business growth and customer engagement.
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โข Unit 1: Introduction to Algorithmic Recommendations
โข Unit 2: Data Mining and Analysis for Recommendation Systems
โข Unit 3: Types of Recommendation Systems: Content-Based, Collaborative Filtering, and Hybrid Models
โข Unit 4: Implementing Collaborative Filtering Algorithms
โข Unit 5: Implementing Content-Based Filtering Algorithms
โข Unit 6: Evaluating Recommendation Systems
โข Unit 7: Improving Recommendation Quality: Dimensionality Reduction and Feature Engineering
โข Unit 8: Ethical Considerations in Algorithmic Recommendations
โข Unit 9: Scaling Recommendation Systems for Big Data
โข Unit 10: Advanced Topics: Deep Learning for Recommendations and Reinforcement Learning
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