Professional Certificate in Machine Learning and Applications
-- ViewingNowThe Professional Certificate in Machine Learning and Applications is a comprehensive course designed to provide learners with essential skills in machine learning. This program covers key concepts, including data mining, statistical pattern recognition, and artificial intelligence techniques.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Supervised Learning: Regression and Classification
โข Unit 3: Unsupervised Learning: Clustering and Dimensionality Reduction
โข Unit 4: Neural Networks and Deep Learning
โข Unit 5: Natural Language Processing (NLP) with Machine Learning
โข Unit 6: Computer Vision and Image Recognition
โข Unit 7: Reinforcement Learning and Game Theory
โข Unit 8: Ethical Considerations in Machine Learning
โข Unit 9: Machine Learning Tools and Libraries
โข Unit 10: Real-World Machine Learning Applications
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