Implementation of Sets (II)Covers the implementation of sets using a naive approach and discusses the inefficiencies of the S list 7 class.
Hash Tables AnalysisCovers the analysis of hash tables, including search operations and expected collisions.
Hash Functions and TablesIntroduces hashing tables, including the Birthday Lemma, Direct-Address Tables, collisions, and Chained-Hash-Search.
Dictionary OperationsCovers operations and methods related to dictionaries in Python, including creating, updating, and handling key errors.
Evaluation of Binary ClassifiersDiscusses the evaluation of binary classifiers, including recall, sensitivity, specificity, ROC curves, and performance measures.
Hashing and SortingCovers hashing, sorting, extendible hashing, linear hashing, and external sorting.