Global Certificate in Learning Analytics: Unlocking Potential
-- ViewingNowThe Global Certificate in Learning Analytics: Unlocking Potential course is a timely and essential program, designed to equip learners with the skills to drive data-informed decision-making in education. With the rise of digital learning tools, the demand for professionals who can analyze and interpret learning data has surged, making this course increasingly relevant.
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โข Introduction to Learning Analytics • Understanding the basics and importance of learning analytics in education, including the collection, analysis, and reporting of data to improve learning outcomes.
โข Data Collection and Management • Techniques for gathering and organizing data from various sources, including learning management systems, surveys, and assessments.
โข Data Analysis Techniques • An overview of statistical methods and visualization tools used to analyze learning data, including regression analysis, cluster analysis, and data visualization.
โข Learner Profiling and Segmentation • Using data to create learner profiles and segment learners based on various factors, such as learning style, motivation, and engagement.
โข Predictive Analytics in Learning • Using predictive models to anticipate learners' performance and identify potential risks, including dropout and underperformance.
โข Learning Design and Intervention • Applying learning analytics to inform learning design and intervention strategies, including personalized and adaptive learning.
โข Ethical Considerations in Learning Analytics • Examining the ethical implications of learning analytics, including data privacy, security, and informed consent.
โข Implementing Learning Analytics in Practice • Best practices for implementing learning analytics in educational institutions, including stakeholder engagement, infrastructure, and change management.
โข Evaluation and Continuous Improvement • Strategies for evaluating the effectiveness of learning analytics initiatives and continuous improvement.
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