Professional Certificate in AI Instruction: Next-Gen
-- ViewingNowThe Professional Certificate in AI Instruction: Next-Gen course is a comprehensive program designed to equip educators and professionals with essential skills for AI instruction. This course is crucial in today's rapidly evolving digital landscape, where AI technology has become a game-changer across industries.
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โข Introduction to Artificial Intelligence (AI) & Machine Learning (ML)
โข History & Evolution of AI & ML Technologies
โข Types of AI: Reactive Machines, Limited Memory, Theory of Mind, Self-Awareness
โข AI Algorithms & Models: Supervised Learning, Unsupervised Learning, Reinforcement Learning
โข Programming for AI: Python, R, Java, Lisp
โข AI Tools & Frameworks: TensorFlow, PyTorch, Keras, Theano
โข Building & Training AI Models: Data Preparation, Feature Engineering, Model Evaluation
โข AI Ethics & Regulations: Bias, Privacy, Security, Legal & Social Implications
โข Advanced AI Topics: Natural Language Processing (NLP), Computer Vision, Robotics
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