Entity DisambiguationExplores Entity Disambiguation, linking text mentions to a knowledge base, coherence in entity graphs, and Personalized PageRank.
History of Information OverloadExamines the historical challenges of managing information and the evolution of information management tools to cope with information overload.
Knowledge InferenceExplores knowledge inference, embedding techniques, and schema matching in data integration.
Knowledge Inference for GraphsExplores knowledge inference for graphs, discussing label propagation, optimization objectives, and probabilistic behavior.
Dictionary OperationsCovers operations and methods related to dictionaries in Python, including creating, updating, and handling key errors.
Python Crash CourseProvides a Python crash course covering basic arithmetics, complex numbers, strings, lists, dictionaries, and more.
Tuples, Sets, and DictionariesCovers tuples, sets, and dictionaries in Python, explaining their similarities and differences, common operations, and key concepts.