Professional Certificate in Graph Theory and Network Analysis in Data Science

Name: Professional Certificate in Graph Theory and Network Analysis in Data Science
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The Professional Certificate in Graph Theory and Network Analysis is a vital course for data science professionals. This program focuses on the mathematical principles of graph theory and network analysis, providing a deep understanding of complex systems and relationships in various datasets.

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AboutThisCourse

In today's data-driven world, the demand for experts skilled in graph theory and network analysis is rapidly growing. This course equips learners with the essential skills to analyze and visualize large-scale network data, making them highly valuable in industries such as technology, finance, healthcare, and social media. By mastering the concepts of centrality measures, clustering, community detection, and graph algorithms, learners will be able to extract valuable insights from complex networks. This hands-on, project-based course will empower data science professionals to advance their careers by tackling real-world challenges and solving intricate problems in graph theory and network analysis.

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CourseDetails

• Basic Graph Theory: Definitions, Notations &
• Graph Representation: Adjacency Matrix, Adjacency List, Edge List
• Graph Traversal Algorithms: DFS, BFS & their Applications
• Data Structures for Graphs: Linked List, Arrays & Hash Tables
• Minimum Spanning Trees: Kruskal's & Prim's Algorithms
• Shortest Path Algorithms: Dijkstra's, Bellman-Ford & Floyd-Warshall
• Network Analysis: Connectivity, Centrality & Clustering
• Social Network Analysis: Friendship, Influence & Community Detection
• Graph Algorithms in Real-world Applications: Recommendation Systems & Routing Algorithms
• Advanced Topics in Graph Theory & Network Analysis: Spectral Graph Theory, Graph Neural Networks & Quantum Graph Theory

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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PROFESSIONAL CERTIFICATE IN GRAPH THEORY AND NETWORK ANALYSIS IN DATA SCIENCE

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London School of International Business (LSIB)

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05 May 2025

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