Undergraduate Certificate in Practical AI Confidence Boosting
-- ViewingNowThe Undergraduate Certificate in Practical AI is a confidence-boosting course designed to equip learners with essential AI skills for career advancement. This certificate program focuses on the practical aspects of AI, emphasizing hands-on experience and real-world applications.
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โข Introduction to Practical AI: Basics of AI, its importance, and applications
โข Data Preparation for AI: Data collection, cleaning, and preprocessing
โข Python Programming for AI: Essential Python skills for AI development
โข Machine Learning Fundamentals: Supervised, unsupervised, and reinforcement learning
โข Deep Learning Concepts: Neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs)
โข AI Model Implementation: Hands-on experience building AI models
โข AI Model Evaluation: Model accuracy, precision, recall, F1 score, ROC curves
โข AI Ethics and Bias: Responsible AI, ethical considerations, addressing bias
โข AI in Real-World Applications: Industry-specific AI use cases and implementations
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