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Social Network Analysis · LearnSpace
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Social Network Analysis

Курс от Johns Hopkins University
Средний≈ 12.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The "Social Network Analysis" course offers a comprehensive exploration of the intricate relationships within social networks, emphasizing the theoretical and practical applications of network analysis. Through engaging modules, learners will delve into advanced topics in graph theory, centrality measures, and statistical modeling, equipping them with the skills to analyze and interpret social structures effectively. By completing this course, learners will gain a solid understanding of how to identify key influencers, measure network cohesion, and conduct hypothesis testing using empirical data. What sets this course apart is its blend of theoretical foundations and hands-on experience using R programming for network analysis, specifically with tools like 'statnet' and 'RSiena.' Whether you’re looking to enhance your skills in data analysis or seeking to understand the dynamics of social behavior, this course will serve as a vital resource. With a focus on real-world applications, learners will emerge equipped to tackle complex social phenomena, making significant contributions to their fields.

Навыки, которые вы освоите

Social Network AnalysisStatistical ModelingGraph TheoryNetwork ModelNetwork AnalysisR ProgrammingDependency AnalysisStatistical MethodsSocial SciencesStatistical AnalysisStatistical Hypothesis TestingStatistical SoftwareR (Software)Sociology

Программа курса

4 модулей · 31 учебных материалов

01Course Introduction2 материалов
Course OverviewЧтениеInstructor Biography - Dr. Ian McCullohPLUGIN
02Graph Theory and Centrality Measures11 материалов

Introduction to Graph Theory and Network Types

TerminologyВидео

Учитесь у экспертов

Ian McCulloh

Преподаватель курса

Social Network Analysis
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Обучение на Coursera

≈ 12.5 ч

4 модулей

Язык: Английский

Субтитры: Казахский

Часть программы вашего университета
Degree CentralityВидео
Betweenness CentralityВидео
Introduction to Graph Theory and Network TypesЗадание

Centrality Measures in Social Networks

Closeness CentralityВидеоCentrality PEВидеоGraph Level MeasuresВидеоReading ReferencesЧтениеCentrality Measures in Social NetworksЗадание

Module-end Assessments

Practice Lab: Graph Theory & Centrality MeasuresЛабораторнаяGraph Theory and Centrality MeasuresЗадание
03Centralization and Social Theory10 материалов

Understanding Social Forces and Link Formation

Social Theory Part 1 ВидеоSocial Theory Part 2ВидеоReading ReferencesЧтениеUnderstanding Social Forces and Link FormationЗадание

Social Theories and Organizational Networks

Social Theory Part 3ВидеоOrganizational TheoriesВидеоSocial Theories and Organizational NetworksЗадание

Module-end Assessments

Self-Reflective Reading: Looking Glass SelfЧтениеCentralization and Social TheoryЗаданиеPractice Lab: Social Network Analysis Using RЛабораторная
04Network Statistical Models8 материалов

Structural Dependence and Statistical Analysis in Networks

Exponential Random Graph Models (ERGM)ВидеоERGM Example - Gray's AnatomyВидеоStructural Dependence and Statistical Analysis in NetworksЗадание

Advanced Network Modeling with Exponential Random Graphs and SAOM

Stochastic Actor Oriented Models (SAOM)ВидеоReading ReferencesЧтениеAdvanced Network Modeling with Exponential Random Graphs and SAOMЗадание

Module-end Assessments

Network Statistical ModelsЗаданиеPractice Lab: Network Analysis Using ERGM & RSiena Models with the s50 DatasetЛабораторная