Undergraduate Certificate in Machine Learning Techniques in AI
-- ViewingNowThe Undergraduate Certificate in Machine Learning Techniques in AI is a comprehensive course that equips learners with essential skills in machine learning and artificial intelligence. This certificate program is designed to meet the growing industry demand for professionals who can apply machine learning techniques to solve real-world problems.
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โข Introduction to Machine Learning & AI &br; โข Mathematics for Machine Learning (Linear Algebra, Calculus, Probability) &br; โข Supervised Learning Algorithms (Regression, Classification) &br; โข Unsupervised Learning Algorithms (Clustering, Dimensionality Reduction) &br; โข Neural Networks and Deep Learning &br; โข Natural Language Processing &br; โข Computer Vision &br; โข Reinforcement Learning &br; โข Evaluation Metrics for Machine Learning Models &br; โข Ethical Considerations in Machine Learning
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