Certificate in Information Retrieval Algorithms: Algorithmic Solutions
-- ViewingNowThe Certificate in Information Retrieval Algorithms: Algorithmic Solutions is a comprehensive course that equips learners with essential skills in designing and implementing effective information retrieval algorithms. This program covers key topics including keyword-based text search, probabilistic retrieval models, and advanced techniques for large-scale information retrieval.
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โข Introduction to Information Retrieval Algorithms
โข Text Analysis and Preprocessing
โข Boolean Retrieval Models and Algorithms
โข Vector Space Model and Ranking Algorithms
โข Probabilistic Retrieval Models and Algorithms
โข Query Expansion Techniques
โข Evaluation of Information Retrieval Systems
โข Relevance Feedback and User Interaction
โข Advanced Topics in Information Retrieval Algorithms (e.g. Cross-Language Retrieval, Deep Learning for IR)
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