Certificate in Data Analytics for School Success
-- ViewingNowThe Certificate in Data Analytics for School Success is a comprehensive course designed to equip educators and administrators with essential data analytics skills. This program emphasizes the importance of data-driven decision-making in schools, highlighting the growing industry demand for professionals who can interpret and apply data to improve educational outcomes.
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โข Data Analysis Fundamentals: Understanding data types, data wrangling, data cleaning, and data visualization.
โข Statistical Methods: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
โข Data Mining: Exploratory data analysis, predictive modeling, and clustering techniques.
โข Data Visualization: Creating effective visualizations, storytelling with data, and best practices for presenting data.
โข Machine Learning: Supervised and unsupervised learning, regression and classification algorithms, and model evaluation.
โข Big Data Analytics: Introduction to big data, distributed computing, and Hadoop-based tools.
โข Data Analytics for School Improvement: Applying data analytics to improve student outcomes, teacher performance, and school administration.
โข Ethical Considerations: Data privacy, confidentiality, and ethical use of data in education.
โข Emerging Trends: Artificial intelligence, natural language processing, and the future of data analytics in education.
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