Certificate in Data Analysis for Improved Student Outcomes
-- ViewingNowThe Certificate in Data Analysis for Improved Student Outcomes course is a powerful program designed to equip education professionals with data analysis skills crucial for enhancing student success. In an era of data-driven decision making, this course is increasingly important, as it provides the knowledge and tools necessary to interpret and apply data in educational settings.
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โข Introduction to Data Analysis – Basics of data analysis, data collection, data types, and data sources. โข Data Cleaning and Preparation – Techniques for data cleaning, data preparation, and data preprocessing. โข Descriptive and Inferential Statistics – Measures of central tendency, dispersion, correlation, regression, and hypothesis testing. โข Data Visualization – Techniques for effective data visualization and data storytelling. โข Introduction to Data Mining – Basics of data mining, machine learning, and predictive analytics. โข Predictive Modeling for Student Outcomes – Predictive modeling techniques to improve student outcomes, retention, and graduation rates. โข Data-Driven Decision Making – Making informed decisions based on data analysis and interpretation. โข Ethics and Data Privacy – Ethical considerations, data privacy, and data security in data analysis. โข Communicating Data Analysis – Communicating data analysis results effectively to different audiences.
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