Artificial Intelligence (AI): the simulation of human intelligence processes by machines, especially computer systems. It involves creating systems capable of performing tasks that typically require human intelligence.
History and evolution of AI: the development of AI from early ideas and concepts to the advanced systems seen today. It traces the progression of AI technologies over time, highlighting key milestones and advancements.
Goals of AI: the aim of creating systems that can perform tasks requiring human intelligence, such as reasoning, problem-solving, learning, and understanding language.
AI aims to replicate human intelligence in machines, evolving from early ideas to advanced systems designed to perform complex tasks requiring human-like reasoning and understanding.
1. When was the foundational idea of artificial intelligence first conceptualized?
2. What is a defining property of machine learning algorithms?
3. Who is credited with coining the term 'Artificial Intelligence' and in what year was it first used?
AI — definition?
Simulation of human intelligence by machines.
Machine Learning — role?
Algorithms that improve through experience from data.
Artificial Intelligence — definition?
Simulation of human intelligence by machines.
Machine Learning — role?
Enables systems to learn from data and improve.
Supervised vs Unsupervised — difference?
Supervised uses labeled data; unsupervised finds patterns in unlabeled data.
Reinforcement Learning — role?
Learns by interacting, receiving rewards or penalties.
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