Undergraduate Certificate in Machine Learning Algorithms and Applications
-- ViewingNowThe Undergraduate Certificate in Machine Learning Algorithms and Applications is a career-oriented course, designed to equip learners with essential skills in machine learning. This program covers the theory, algorithms, and applications of machine learning, providing a strong foundation for problem-solving using machine learning techniques.
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โข Introduction to Machine Learning & Algorithms
โข Supervised Learning: Regression Algorithms
โข Supervised Learning: Classification Algorithms
โข Unsupervised Learning: Clustering Algorithms
โข Semi-Supervised Learning & Active Learning
โข Dimensionality Reduction & Feature Selection
โข Ensemble Learning & Boosting Algorithms
โข Deep Learning: Neural Networks & Convolutional Neural Networks (CNNs)
โข Reinforcement Learning: Q-Learning & Deep Q Networks (DQNs)
โข Applications of Machine Learning: Computer Vision, Natural Language Processing, & Recommendation Systems
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