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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⢠Unit 1: Introduction to Algorithmic Recommendations
⢠Unit 2: Data Mining and Analysis for Recommendation Systems
⢠Unit 3: Types of Recommendation Systems: Content-Based, Collaborative Filtering, and Hybrid Models
⢠Unit 4: Implementing Collaborative Filtering Algorithms
⢠Unit 5: Implementing Content-Based Filtering Algorithms
⢠Unit 6: Evaluating Recommendation Systems
⢠Unit 7: Improving Recommendation Quality: Dimensionality Reduction and Feature Engineering
⢠Unit 8: Ethical Considerations in Algorithmic Recommendations
⢠Unit 9: Scaling Recommendation Systems for Big Data
⢠Unit 10: Advanced Topics: Deep Learning for Recommendations and Reinforcement Learning
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