Probabilistic RetrievalCovers Probabilistic Information Retrieval, modeling relevance as a probability, query expansion, and automatic thesaurus generation.
Introduction to Information RetrievalIntroduces the basics of information retrieval, covering text-based retrieval, document features, similarity functions, and the difference between Boolean and ranked retrieval.
Disk Storage & IndexingExplores disk storage anatomy, access times, buffer management, and tree-structured indexing techniques like B+ Trees.
Dictionary OperationsCovers operations and methods related to dictionaries in Python, including creating, updating, and handling key errors.
Indexing in Database SystemsExplores indexing in database systems, covering storage, files, and efficient data retrieval techniques using various types of indexes.