Artificial Intelligence ,Basics,Types, Resources to Learn.
What is AI? Artificial Intelligence (AI) refers to the simulation of human intelligence in machines programmed to think, learn, and perform tasks that typically require human cognition. It encompasses systems that can reason, perceive, solve problems, and adapt to new situations. Examples include chatbots, self-driving cars, and recommendation systems (e.g., Netflix or Spotify). Basics and Foundations of AI: 1. Core Concepts: - Machine Learning (ML): Subset of AI where systems learn from data without explicit programming. Supervised Learning: Models learn from labeled data (e.g., spam detection). Unsupervised Learning: Models find patterns in unlabeled data (e.g., customer segmentation). Reinforcement Learning: Models learn via trial-and-error with rewards (e.g., game-playing AI). Neural Networks & Deep Learning: Algorithms inspired by the human brain, used ...