Professional Certificate in Machine Learning Principles in AI
-- ViewingNowThe Professional Certificate in Machine Learning Principles is a comprehensive course that equips learners with essential skills in Artificial Intelligence (AI). This program emphasizes the importance of machine learning, a core component of AI, and its practical applications in various industries.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Supervised Learning: Regression & Classification
โข Unit 3: Supervised Learning: Support Vector Machines & Kernel Methods
โข Unit 4: Unsupervised Learning: Clustering & Dimensionality Reduction
โข Unit 5: Neural Networks & Deep Learning
โข Unit 6: Reinforcement Learning
โข Unit 7: Evaluation Metrics & Model Selection
โข Unit 8: Feature Engineering & Selection
โข Unit 9: Ethical Considerations in AI & Machine Learning
โข Unit 10: Machine Learning Applications in Various Industries
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