Concept

Jaccard index

Related lectures (11)

Data Summarization: Minhashing and Locality-Sensitive Hashing

Explores Jaccard similarity, minhashing, and locality-sensitive hashing for data summarization.

Data Compression: Privacy-Preserving Techniques

Explores privacy-preserving data management and data summarization techniques for finding similar items.

Explores graph metrics and statistical analysis in network clustering, including ERGMs application in sociology and asymptotics.

Advanced Structure Discovery: Distance Metrics and Time Series Data

Explores clustering algorithms, distance metrics, and time series data analysis techniques.

Distances and Motif Counts

Explores distances on graphs, cut norms, spanning trees, blockmodels, metrics, norms, and ERGMs in network data analysis.

Privacy-preserving Data Management: Operations and Protocols

Explores privacy-preserving data management operations and summarization techniques for sensitive data protection.

Link Prediction: Missing Edges and Probabilistic Methods

Explores link prediction in networks, covering missing edges, probabilistic methods, and causal inference challenges.

Temporality and Entity Resolution

Explores challenges in data temporality and techniques for entity resolution.

Entity Resolution Techniques

Explores entity resolution techniques, data deduplication, similarity metrics, computational cost, blocking techniques, and scaling out similarity joins.

Near Neighbors Retrieval: Efficient Techniques

Covers techniques for efficiently retrieving similar items using similarity search queries.

Hyperbolic Functions: Tangent and Cotangent

Covers the definitions and examples of hyperbolic tangent and cotangent functions.