Lectures related to Distributed data store

Statistical Analysis of Network Data: Noisy Sampled Networks

Explores statistical analysis of network data, covering noisy sampled networks, likelihood estimation, multilayer networks, and directed networks.

Gossip Efficiency: Decentralized Systems

Explores gossip efficiency in decentralized systems, covering protocols, interaction needs, and bandwidth optimization, along with search algorithms and optimizations.

Algorithms: Definition and Origins

Explores the definition and origins of algorithms, including examples and types.

Stationary Sources: Properties and Entropy

Explores stationary sources, entropy, regularity, and coding efficiency, including a challenging problem with billiard balls.

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Anomalies and Non-exchangeable: Statistical Analysis of Network Data

Explores anomaly detection in network data and exchangeability extensions for statistical analysis.

Advanced Physics I: Angular Momentum and Energy

Explores angular momentum, energy, and friction in particle systems and analyzes the dynamics of a motorcycle system.