Global Certificate in AI Historical Trends
-- ViewingNowThe Global Certificate in AI Historical Trends course is a crucial program for professionals aiming to understand the evolution and impact of artificial intelligence. This certificate course focuses on the historical development of AI, shedding light on its milestones and setbacks, and exploring its future potential.
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โข AI Basics: Introduction to Artificial Intelligence, its definition, history, and importance
โข Early AI Era (1950s-1970s): Origins of AI, symbolic AI, and the "AI winter"
โข Expert Systems & Lisp (1970s-1980s): Knowledge representation, inference, and the rise of Lisp programming language
โข Connectionism & Neural Networks (1980s-1990s): Perceptrons, backpropagation, and parallel distributed processing
โข Machine Learning Boom (2000s-2010s): Supervised, unsupervised, and reinforcement learning, data mining, and big data
โข Deep Learning Era (2010s-Present): Convolutional neural networks, recurrent neural networks, transformers, and generative models
โข AI Applications: Speech recognition, natural language processing, computer vision, robotics, and expert systems
โข AI Ethics & Regulations: Bias, fairness, transparency, privacy, and policy considerations
โข AI Future Trends: Explainable AI, few-shot learning, multimodal learning, and artificial general intelligence
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