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Network Visualization and Intervention · LearnSpace
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Network Visualization and Intervention

Курс от Johns Hopkins University
Средний≈ 12 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In the "Network Interventions" course, learners will explore the foundational principles of data manipulation, visualization, and the dynamics of networks. This course stands out by seamlessly integrating theoretical knowledge with practical applications. You'll gain expertise in Relational Algebra, empowering you to construct and interpret operations that effectively manage complex datasets. The course also emphasizes the art of Network Visualization, where you will learn to create impactful visual representations of data, making complex information accessible and understandable. Additionally, the course delves into Network Interventions, teaching you how to influence behaviors and ideas within social networks. You will master strategies to identify opinion leaders and implement effective segmentation techniques, essential skills for driving change in various contexts. By the end of the course, you will be equipped not only with analytical and visualization skills but also with the ability to influence social dynamics, preparing you for impactful roles in data-driven environments. This unique combination of skills makes the Network Intervention course an invaluable asset for those looking to thrive in the evolving landscape of data science and social network analysis.

Навыки, которые вы освоите

Network AnalysisSocial Network AnalysisData AnalysisInfographicsData VisualizationInnovationQuery LanguagesRelational DatabasesData ManipulationData Visualization SoftwareData PresentationDatabase TheoryHuman FactorsNetwork ModelSocial Impact

Программа курса

4 модулей · 30 учебных материалов

01Course Introduction2 материалов
Course OverviewЧтениеInstructor Biography - Dr. Ian McCullohPLUGIN
02Relational Algebra11 материалов

Fundamentals of Relational Algebra

Linear Algebra Primer (Optional)Видео

Учитесь у экспертов

Ian McCulloh

Преподаватель курса

Network Visualization and Intervention
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12 ч

4 модулей

Язык: Английский

Субтитры: Венгерский, Узбекский, Казахский

Часть программы вашего университета
Reading ReferencesЧтение
A Matrix Algebra PrimerЧтение
A Linear Algebra PracticeЧтение
Fundamentals of Relational AlgebraЗадание

Constructing and Extracting Networks with Relational Algebra

Relational Algebra - Part 1ВидеоSome R Commands for Linear AlgebraЧтениеConstructing and Extracting Networks with Relational AlgebraЗадание

Module-end Assessments

Self-Reflective Reading: Relational Algebra ProblemЧтениеRelational AlgebraЗаданиеPractice Lab: Social Network Analysis Using Meta-NetworksЛабораторная
03Network Visualization 9 материалов

Fundamentals of Network Visualization

Early Visualization – A Historic Overview of the Science of VisualizationВидеоNetwork Visualization ВидеоFundamentals of Network VisualizationЗадание

Techniques for Effective Network Communication

Graphic Elements of DataВидеоColorВидеоVisual ComplexityВидеоTechniques for Effective Network CommunicationЗадание

Module-end Assessments

Self-Reflective Reading: Spotting the Worst- Analyzing Poor Network VisualizationsЧтениеNetwork Visualization Задание
04Network Interventions8 материалов

Network Structure and Adoption Dynamics

Network Diffusion & InterventionsВидеоReading ReferencesЧтениеNetwork Structure and Adoption DynamicsЗадание

Strategies for Network Interventions

Opinion LeadershipВидеоSubgroupsВидеоStrategies for Network InterventionsЗадание

Module-end Assessments

Self-Reflective Reading: Political Election vs. Tobacco PreventionЧтениеNetwork InterventionsЗадание