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Multimodal Learning Analytics (edX)

Take learning analytics beyond the computer and learn how to combine and use real-world signals to understand and optimize learning. In this course, you will learn about multimodal learning analytics, a different way to do learning analytics. You will learn how to conduct learning analytics in face-to-face, hands-on, unbounded, [...]
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Natural Language Processing and Language Understanding in Educational Research (edX)

An introduction to analysis of language data for educational researchers. This course offers an overview of natural language processing (NLP) and natural language understanding (NLU) for educational practitioners, leaders, and researchers. This class introduces analysis of and analytical tools for research work with unstructured data such as student writing, [...]
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Using Data to Provide Personalized Student Support (edX)

Learn how data is captured in learning experiences and how it is processed and analyzed to inform student support actions. This course will benefit educational designers, learning technology managers, and academics that are interested in how to use data to guide the design and improvements of a learning [...]
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Average: 1 ( 1 vote )

Predictive Modeling in Learning Analytics (edX)

Learn how predictive models in educational data mining and learning analytics are used to identify at-risk students. This course will introduce you to the tools and techniques of predictive models as used by researchers in the fields of learning analytics and educational data mining.
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Average: 4 ( 1 vote )

Cluster Analysis (edX)

Learn how to conduct a cluster analysis to discover important patterns in student behavior using the popular Weka data mining toolkit. In this course, you will learn the basics of cluster analysis, one of the most popular data mining methods for the discovery of patterns in learning data, and [...]
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Feature Engineering for Improving Learning Environments (edX)

Every model used to predict a future outcome depends upon the quality of features used. This course focuses on developing better features to create better models. How can data-intensive research methods be used to create more equitable and effective learning environments? In this course, you will learn how data [...]
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Social Network Analysis (SNA) (edX)

Learn how to conduct a social network analysis to better understand how people seek and share information in learning settings. In this course, you will learn how relationships between people, artifacts, and ideas within learning settings can be analyzed and interpreted through social network analysis (SNA). You will learn [...]
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Learning Analytics Fundamentals (edX)

Learn about the growing field of learning analytics and how to analyze basic data sets to generate insights. The demand for data science and learning science skills has continued to increase as classrooms, labs, and organizations look to optimize their data and improve learning environments for students and employees. [...]
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Average: 1 ( 1 vote )

Digitizing Higher Education (edX)

Explore the impact of digitization on how universities and colleges function administratively and academically. Globally, higher education institutions are grappling with the effects of an increasingly digital world. This course provides an overview of how digitization impacts the economics, administration, academics, and research practices of universities and colleges. Higher [...]
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The Science and Practice of Yoga (edX)

Learn to practice yoga on and off the mat and bring mindfulness into your everyday life. Concerned about how the digital age is impacting your well-being? Looking for ways to find balance? This course takes the ancient practice of yoga and translates it into modern day science with practical [...]
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Average: 5 ( 1 vote )