Global Certificate in Data Mining for Learning Analytics
-- ViewingNowThe Global Certificate in Data Mining for Learning Analytics is a crucial course designed to meet the growing industry demand for experts who can leverage data to improve learning outcomes. This certification equips learners with essential skills in data mining, machine learning, and predictive analytics, making them highly valuable in various sectors, including education, technology, and research.
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تفاصيل الدورة
• Introduction to Data Mining for Learning Analytics
• Fundamentals of Machine Learning
• Data Preprocessing and Cleaning
• Exploratory Data Analysis
• Supervised Learning Algorithms
• Unsupervised Learning Algorithms
• Evaluation Metrics for Data Mining
• Ethical Considerations in Learning Analytics
• Data Visualization Techniques
• Applications of Data Mining in Education
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