Graduate Certificate in Machine Learning System
-- ViewingNowThe Graduate Certificate in Machine Learning Systems is a vital course that addresses the growing industry demand for experts skilled in designing and implementing machine learning solutions. This program equips learners with essential skills in machine learning algorithms, data mining, and predictive analytics, enabling them to drive data-based decision-making in various sectors.
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โข Introduction to Machine Learning Systems
โข Mathematics for Machine Learning: Linear Algebra, Calculus, and Probability
โข Supervised Learning: Regression and Classification Algorithms
โข Unsupervised Learning: Clustering and Dimensionality Reduction
โข Deep Learning: Neural Networks and Convolutional Neural Networks
โข Machine Learning with Big Data: Distributed Computing and Parallel Processing
โข Natural Language Processing and Text Analytics
โข Reinforcement Learning and Bandit Algorithms
โข Evaluation Metrics and Model Selection
โข Ethics and Bias in Machine Learning Systems
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