Global Certificate in Educational Research and Data Science
-- ViewingNowThe Global Certificate in Educational Research and Data Science is a crucial course designed to meet the increasing industry demand for data-driven decision making in education. This certificate course empowers learners with essential skills to collect, analyze, and interpret education data, thereby driving evidence-based educational policies and practices.
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โข Introduction to Educational Research: Understanding the basics of research methods, data collection, and analysis in an educational context. โข Data Science Foundations: Overview of data science principles, including data manipulation, visualization, and statistical analysis. โข Data Collection Methods in Education: Exploring various data collection methods, such as surveys, interviews, and observations, in educational research. โข Data Analysis Techniques for Educational Research: Hands-on training in using statistical methods to analyze educational data, such as t-tests, ANOVA, regression analysis, and factor analysis. โข Educational Data Management: Storage, organization, and retrieval of educational data using databases, data warehouses, and data lakes. โข Machine Learning and AI in Education: Introduction to artificial intelligence and machine learning techniques and their applications in education. โข Predictive Analytics in Education: Applying predictive modeling techniques to educational data to improve student outcomes. โข Ethics in Educational Research and Data Science: Examining ethical considerations in educational research and data science, including data privacy, security, and informed consent. โข Communicating Research Findings: Presentation and communication of research findings to various audiences, including researchers, educators, policymakers, and the general public.
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- ProficiencyEnglish
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- ThreeFourHoursPerWeek
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