Global Certificate in Data Analytics in Education
-- ViewingNowThe Global Certificate in Data Analytics in Education is a comprehensive course designed to equip learners with essential data analytics skills for the education industry. This course is crucial in today's data-driven world, where educational institutions are increasingly relying on data to make informed decisions.
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GBP £ 140
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โข Data Analysis Fundamentals: Introduction to data analytics, data types, data sources, data collection, data cleaning, and data preprocessing.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, statistical tests, and statistical modeling.
โข Data Visualization: Data visualization principles, data visualization tools, creating effective visualizations, and communicating insights.
โข Machine Learning: Machine learning concepts, supervised and unsupervised learning, regression, classification, clustering, and model evaluation.
โข Data Analytics in Education: Data-driven decision making, student data analytics, learning analytics, and assessment analytics.
โข Ethics and Privacy in Data Analytics: Ethics in data analytics, data privacy, and data security in the education sector.
โข Data Analytics Tools and Technologies: Spreadsheets, SQL, Python, R, and data analytics platforms.
โข Big Data Analytics: Big data concepts, big data tools, and big data analytics in education.
โข Natural Language Processing: Natural language processing, text mining, and sentiment analysis in education.
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