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Artificial Intelligence (AI)

Description​

< What is it? >​

Artificial Intelligence (AI) is the field of building systems that perform tasks associated with perception, language, reasoning, prediction, and decision-making. Modern AI often learns patterns from data, but it also includes search, planning, knowledge representation, and rule-based systems.

Key points​

< What this section covers >​

  • Foundations: terminology, mathematics, optimization, and model evaluation
  • Learning paradigms: supervised, unsupervised, self-supervised, reinforcement, and semi-supervised learning
  • Models and architectures: neural networks, trees, convolutional networks, Transformers, and large language models
  • Engineering: training, deployment, inference, agents, tools, and production systems