Global Certificate in Data Analysis for Enhanced Student Learning
-- ViewingNowThe Global Certificate in Data Analysis for Enhanced Student Learning is a comprehensive course designed to equip educators with essential data analysis skills. In today's digital age, data-driven decision-making is crucial, and this course provides a solid foundation in analyzing and interpreting data to improve teaching and learning outcomes.
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โข Data Analysis Fundamentals: Introduction to data analysis, data types, data collection methods, data preprocessing, and data cleaning.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, statistical testing, and statistical modeling.
โข Data Visualization: Data visualization principles, data visualization tools, data visualization best practices, creating effective charts, and storytelling with data.
โข Machine Learning: Machine learning concepts, supervised and unsupervised learning, regression, classification, clustering, and model evaluation.
โข Big Data Analytics: Big data fundamentals, distributed systems, Hadoop, Spark, and NoSQL databases.
โข Predictive Analytics: Predictive modeling, time series analysis, forecasting, and simulation.
โข Data Storytelling: Communicating data insights, data storytelling techniques, and persuasive communication.
โข Data Ethics and Privacy: Data ethics, data privacy, ethical considerations in data analysis, and responsible data practices.
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