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.

Network Visualization and Intervention
本课程是 Social Media Analytics 专项课程 的一部分

位教师:Ian McCulloh
访问权限由 Coursera Learning Team 提供
您将学到什么
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.
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要了解的详细信息

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9 项作业
了解顶级公司的员工如何掌握热门技能

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该课程共有4个模块
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.
涵盖的内容
1篇阅读材料1个插件
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.
涵盖的内容
2个视频5篇阅读材料3个作业1个非评分实验室
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.
涵盖的内容
5个视频1篇阅读材料3个作业
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.
涵盖的内容
3个视频2篇阅读材料3个作业
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