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Network Visualization and Intervention

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Network Visualization and Intervention

Dieser Kurs ist Teil von Spezialisierung „Social Media Analytics“

Dozent: Ian McCulloh

Bei enthalten

Mehr erfahren

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

4 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

1 Woche zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Master relational algebra operations to effectively query and manipulate complex datasets for insightful analysis.
Develop impactful network visualizations using design principles that enhance clarity and understanding of complex data.
Learn strategies for network interventions to influence behaviors and ideas, leveraging network dynamics effectively.

Kompetenzen, die Sie erwerben

Kategorie: Data Visualization
Kategorie: Innovation
Kategorie: Data Manipulation
Kategorie: Social Impact
Kategorie: Human Factors
Kategorie: Diagram Design
Kategorie: Data Storytelling
Kategorie: Social Network Analysis
Kategorie: Statistical Visualization
Kategorie: Database Theory
Kategorie: Data Analysis
Kategorie: Data Visualization Software
Kategorie: Network Model
Kategorie: Network Analysis
Kategorie: Data Presentation
Kategorie: Graphic and Visual Design

Werkzeuge, die Sie lernen werden

Kategorie: Relational Databases

Wichtige Details

Zertifikat zur Vorlage

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Bewertungen

9 Aufgaben

Unterrichtet in Englisch

91% of learners achieved a positive career outcome

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Dieser Kurs ist Teil der Spezialisierung Spezialisierung „Social Media Analytics“

Wenn Sie sich für diesen Kurs anmelden, werden Sie auch für diese Spezialisierung angemeldet.

Lernen Sie neue Konzepte von Branchenexperten
Gewinnen Sie ein Grundverständnis bestimmter Themen oder Tools
Erwerben Sie berufsrelevante Kompetenzen durch praktische Projekte
Erwerben Sie ein Berufszertifikat zur Vorlage

In diesem Kurs gibt es 4 Module

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.

Moduldetails

This course will equip you with essential skills to define and apply relational algebra, extract networks, and understand the fundamentals of effective visualization. You will learn to communicate data effectively through color and grasp the nuances of human visual perception. Additionally, you will explore how network structures influence the adoption of innovations and examine various intervention strategies.

Das ist alles enthalten

1 Lektüre1 Plug-in

In this module, you will delve into Relational Algebra, the cornerstone of database query languages, emphasizing its principles and operations. You will learn to construct relational algebra operations and interpret their significance in manipulating data. Additionally, you will acquire skills in extracting networks and relational structures from data using relational algebra, enabling you to effectively query and analyze complex datasets.

Das ist alles enthalten

2 Videos5 Lektüren3 Aufgaben1 Unbewertetes Labor

2 VideosInsgesamt 55 Minuten

Linear Algebra Primer (Optional)23 Minuten
Relational Algebra - Part 132 Minuten

5 LektürenInsgesamt 100 Minuten

Reading References10 Minuten
A Matrix Algebra Primer20 Minuten
A Linear Algebra Practice20 Minuten
Some R Commands for Linear Algebra10 Minuten
Self-Reflective Reading: Relational Algebra Problem40 Minuten

3 AufgabenInsgesamt 90 Minuten

Relational Algebra60 Minuten
Fundamentals of Relational Algebra18 Minuten
Constructing and Extracting Networks with Relational Algebra12 Minuten

1 Unbewertetes LaborInsgesamt 60 Minuten

Practice Lab: Social Network Analysis Using Meta-Networks60 Minuten

In this module, you will explore Network Visualization, focusing on fundamental principles and techniques in information visualization. You will learn to construct and communicate networks using graphical elements and effective color usage. You will be able to understand human visual perception and its implications for visualization design. Additionally, you will develop skills in reducing visual complexity and creating impactful multivariate visualizations, essential for conveying insights from complex network data.

Das ist alles enthalten

5 Videos1 Lektüre3 Aufgaben

5 VideosInsgesamt 75 Minuten

Early Visualization – A Historic Overview of the Science of Visualization14 Minuten
Network Visualization 15 Minuten
Graphic Elements of Data16 Minuten
Color11 Minuten
Visual Complexity18 Minuten

1 LektüreInsgesamt 40 Minuten

Self-Reflective Reading: Spotting the Worst- Analyzing Poor Network Visualizations40 Minuten

3 AufgabenInsgesamt 90 Minuten

Network Visualization 60 Minuten
Fundamentals of Network Visualization12 Minuten
Techniques for Effective Network Communication18 Minuten

In this module, you will explore Network diffusion and Interventions, focusing on how network structures influence the adoption of innovations and behaviors. You will learn about network interventions, including identifying opinion leaders, segmentation strategies, and intervention techniques like induction and alteration. Additionally, you will develop insights into leveraging network dynamics to effectively intervene and influence behaviors and ideas within complex social networks.