Certificate Programme in Learning Analytics for Decision Making
-- viewing nowThe Certificate Programme in Learning Analytics for Decision Making is a comprehensive course designed to empower professionals with the skills to drive data-driven education strategies. This programme emphasizes the importance of data analysis in education, bridging the gap between data and informed decision-making.
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Course Details
• Introduction to Learning Analytics • Defining learning analytics, its importance, and applications in decision making.
• Data Collection • Identifying and gathering relevant data from learning management systems, assessments, and other sources.
• Data Analysis Techniques • Descriptive, diagnostic, predictive, and prescriptive analytics; statistical methods and data visualization.
• Learning Analytics Tools • Overview and comparison of various learning analytics tools and platforms.
• Ethics and Privacy • Data protection principles, ethical considerations, and guidelines for learning analytics.
• Implementation Strategies • Best practices for implementing learning analytics to support decision making.
• Evaluating Impact • Measuring the effectiveness of learning analytics on student outcomes and institutional performance.
• Continuous Improvement • Utilizing feedback loops and continuous evaluation to refine and improve learning analytics practices.
• Case Studies • Real-world examples of successful learning analytics implementations and decision making.
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