Graduate Certificate in Machine Learning for Adaptive Systems
-- ViewingNowGraduate Certificate in Machine Learning for Adaptive Systems: In an era driven by data and technology, this certificate course empowers learners with crucial skills in machine learning and adaptive systems. It is designed to meet the surging industry demand for professionals who can create, manage, and innovate using intelligent systems.
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โข Introduction to Machine Learning <br> โข Mathematics for Machine Learning: Linear Algebra, Calculus, and Probability <br> โข Supervised Learning: Regression and Classification Algorithms <br> โข Unsupervised Learning: Clustering and Dimensionality Reduction <br> โข Deep Learning: Neural Networks and Convolutional Neural Networks <br> โข Time Series Analysis and Forecasting <br> โข Natural Language Processing: Text Preprocessing and Sentiment Analysis <br> โข Computer Vision: Object Detection and Image Recognition <br> โข Reinforcement Learning: Q-Learning and Deep Q-Networks <br> โข Evaluation Metrics and Model Selection <br>
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