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Related lectures (30)
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Exponential Family
Covers the concept of the exponential family and discusses forward and backward maps, expensive computations, parameters, functions, and convexity.
Minimum Spanning Trees: Prim's Algorithm
Explores Prim's algorithm for minimum spanning trees and introduces the Traveling Salesman Problem.
Graph Algorithms: Modeling and Traversal
Covers graph algorithms, modeling relationships between objects, and traversal techniques like BFS and DFS.
Mathematical Analysis: Functions and Composition
Covers the analysis of functions, composition, and mathematical induction.
Shortest Path Algorithms: BFS and Dijkstra
Explores Breadth-First Search and Dijkstra's algorithm for finding shortest paths in graphs.
Graph Theory and Network Flows
Introduces graph theory, network flows, and flow conservation laws with practical examples and theorems.
Connectivity in Graph Theory
Covers the fundamentals of connectivity in graph theory, including paths, cycles, and spanning trees.
Graphical Models: Representing Probabilistic Distributions
Covers graphical models for probabilistic distributions using graphs, nodes, and edges.
Networked Control Systems: Opportunities
Explores coordination in networked control systems, graph theory, and consensus algorithms.
Graph Algorithms: Modeling and Representation
Covers the basics of graph algorithms, focusing on modeling and representation of graphs in memory.