Unlocking Media Trends with Big Data Technology
Discover how big data shapes media and society by upskilling in data analysis, mining, and visualisation. Learn online and gain practical applications with the Communication University of China.
Duration
7 weeks
Weekly study
3 hours
100% online
How it works
Unlimited subscription
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Imagine knowing exactly which film genre will capture audiences’ attention or understanding social media trends before they go viral. Data analysis makes this possible.
From the experts at the Communications University of China (CUC), this seven-week course explores the key aspects of big data and helps you develop practical, career-ready skills to analyse, mine, and visualise media data effectively.
You’ll kick off this course by understanding what big data is all about. You’ll learn its core concepts, development trends within the media industry, and gain insights into its evolving applications.
You’ll then explore data mining processes and discover how big data is transforming fields such as data journalism and media analysis.
Once you’ve laid these foundations, you’ll dive into data scraping techniques, including HTML, regular expressions, and tools like Gooseeker and Python.
You’ll also learn how to leverage APIs for efficient data acquisition and integration across platforms.
Next, you’ll extract insights from content with tokenization, keyword extraction, and sentiment analysis.
Plus, you’ll gain essential skills in network analysis, learning how to map and interpret social networks, relationships, and the flow of information across digital platforms.
On the final weeks of this course, you’ll learn to transform raw data into clear, compelling visual stories using tools like Tableau and Echart.
Through hands-on practice and industry-relevant case studies, you’ll quickly master these techniques and be able to effectively communicate your insights to diverse audiences.
At the start of the course, we primarily introduce the basic concepts of big data, the characteristics of big data in the media industry, and its development trends.
The concept and development trends of big data
This chapter primarily covers the basics of data scraping
Network Analysis——Relationship Mining,Case Study of Weibo Dissemination Network Mining, Basic Concepts and Characteristics of Networks, Social Network Analysis, Social Network Dissemination, Social Network Marketing...
the foundational theories and value of data mining, basic concepts and methods of data mining, main technologies for commercial applications of data mining, a case study on the use and operation of Modeler softwar...
Introduction to Big Data Visualization,Overview of Visualization Technologies, Classification of Visualization Technologies, Data Mining and Visualization, Visualization Technologies for Different Data Types...
Creation of Personalized Word Clouds, Web Scraping Technology, : Echart Visualization Technology, : Advanced Excel Applications 1, : Advanced Excel Applications 2, Tableau Visualization Technology
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