Professional Certificate in AI Applications and Decision-Making
-- ViewingNowThe Professional Certificate in AI Applications and Decision-Making is a comprehensive course designed to equip learners with essential skills in AI applications and decision-making. This course is critical for professionals seeking to advance their careers in the rapidly evolving field of AI.
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โข Introduction to AI and Machine Learning: Fundamentals of AI, Machine Learning, and Deep Learning
โข Data Analysis for AI: Data preprocessing, exploration, and visualization
โข Supervised Learning: Regression, classification, model evaluation
โข Unsupervised Learning: Clustering, dimensionality reduction
โข Deep Learning: Neural networks, convolutional neural networks, recurrent neural networks
โข AI Applications: Natural language processing, computer vision, robotics
โข AI in Decision Making: Reinforcement learning, decision trees, game theory
โข Ethics and AI: Bias, fairness, privacy, transparency
โข AI Project Management: Designing, deploying, and maintaining AI systems
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