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Related lectures (10)
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Statistical analysis of network data
Covers stochastic properties, network structures, models, statistics, centrality measures, and sampling methods in network data analysis.
Network and Web: internet
Covers data transmission, internet protocols, OSI model, TCP, UDP, routing, and web structure.
Inference for Stochastic Processes: Large Networks Analysis
Explores inference for stochastic processes, emphasizing large networks analysis and the need for new theories and methods.
Statistical Analysis of Network Data: Structures and Models
Explores statistical analysis of network data, covering graph structures, models, statistics, and sampling methods.
Exchangeability and Network Statistics
Explores exchangeability, statistical summaries for networks, invariance issues, and the Poisson Limit theorem in network statistics.
Internet Routing and Transport: TCP/IP
Explores data storage, network transmission structures, TCP/IP routing, and packet transmission using TCP.
Biclustering & latent variables: statistical analysis of network data
Explores biclustering techniques and latent variables in network data analysis.
Graph Statistics: Random Graphs, Graph Homomorphisms, and Network Analysis
Explores graph statistics, random graph generation, network analysis, centrality measures, and clustering coefficients.
Statistical Analysis of Networks: Link Prediction and Biclustering
Explores link prediction, logistic regression, causal inference, and biclustering in statistical network analysis.
Sub-Layer Stack for IoT and Advantages
Explores the advantages of a compacted OSI model for IoT communication and the techniques to ensure reliable data transmission.
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