Global Certificate in Next-Gen Educational Data Analytics
-- ViewingNowThe Global Certificate in Next-Gen Educational Data Analytics is a comprehensive course designed to equip learners with essential skills for career advancement in the rapidly evolving field of education data analytics. This industry-demand certificate program focuses on the importance of data-driven decision-making in education, arming learners with the ability to collect, analyze, and interpret data to improve learning outcomes.
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โข Introduction to Educational Data Analytics: Definition, Importance, and Applications
โข Data Collection Methods in Education: Surveys, Observations, Assessments, and Administrative Data
โข Data Management and Cleaning: Data Quality, Data Integration, Data Transformation, and Data Security
โข Data Analysis Techniques: Descriptive Statistics, Inferential Statistics, Regression Analysis, and Machine Learning
โข Data Visualization and Reporting: Data Dashboards, Data Stories, Infographics, and Reports
โข Ethical and Legal Considerations in Educational Data Analytics: Data Privacy, Data Ownership, and Bias
โข Research Design and Methodology in Educational Data Analytics: Experimental Design, Quasi-Experimental Design, and Correlational Design
โข Artificial Intelligence and Machine Learning in Education: Natural Language Processing, Predictive Analytics, and Adaptive Learning
โข Implementation and Evaluation of Data Analytics in Education: Change Management, Stakeholder Engagement, and Continuous Improvement
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