Artificial Intelligence: Fundamentals

Artificial Intelligence is the theory and development of computer systems able to perform tasks normally requiring human intelligence (i.e. visual perception, speech recognition, decision-making, or translation between languages).

Artificial Intelligence (AI) is a discipline. There are several subsets of AI: Machine Learning, Deep Learning, etc.

Machine Learning gives computers the ability to learn without explicit programming.

Deep Learning uses Artificial Neural Networks to learn - allowing them to process more complex patterns than traditional Machine Learning.

• Generative Artificial Intelligence is a subset of Deep Learning
  • It uses Artificial Neural Networks
  • Can process both labeled & unlabeled data using supervised, unsupervised, and semi-supervised methods.
• Large Language Models (LLMs) are also a subset of Deep Learning.