Global Certificate in Educational Technology Data Analysis
-- ViewingNowThe Global Certificate in Educational Technology Data Analysis is a comprehensive course designed to meet the growing industry demand for data analysis skills in the field of education. This certificate equips learners with essential skills in educational data analysis, enabling them to make informed decisions that enhance learning outcomes and drive educational innovation.
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⢠Data Analysis Fundamentals: Understanding data types, data collection methods, data cleaning, and data organization.
⢠Statistical Analysis: Descriptive statistics, inferential statistics, probability theory, and hypothesis testing.
⢠Data Visualization: Data representation techniques, creating effective visualizations, and data storytelling.
⢠Data Mining and Machine Learning: Predictive analytics, regression analysis, classification algorithms, clustering, and neural networks.
⢠Data Analysis Tools: Excel, R, Python, SQL, Tableau, and PowerBI.
⢠Data Ethics and Privacy: Data privacy regulations, ethical considerations, bias, and fairness in data analysis.
⢠Data-Driven Decision Making: Evidence-based decision making, data-informed education policy, and data-driven instructional strategies.
⢠Data Management and Security: Data storage, data backup, data recovery, and data security.
⢠Data Integration and Interoperability: Data standards, data exchange protocols, and data integration tools.
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