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Artificial Intelligence (AI)

Artificial Intelligence is β€œthe science and engineering of making intelligent machines,” as defined by computer scientist John McCarthy in 1956. AI is sometimes called Machine Intelligence, referring to the fact that the capacity for reasoning and understanding is bound by the limits of a machine and its contents. Natural Intelligence is what is exhibited by humans, bound by the limits of our cognitive functions. AI, in its current state, could be said to be computers or programs that attempt to mimic human intelligence through displays of reasoning, learning, analyzing, and problem-solving.

Parts of AI

  • Computer Vision
  • Natural Language Processing (NLP)
  • Prediction Systems
  • Robotics

Techniques of AI

  • Machine Learning
  • Deep Learning

Python Libraries used in AI

  • Pandas For data input points or fetching data (generally data handling). For example, input csv data, tables data, etc.
  • Numpy For mathematical calculations like matrix multiplication, addition, etc.
  • Matpotlib For plotting different type of graphs and charts.

Types of Learning

  • Supervised Learning
  • Unsupervised Learning
  • Semi-supervised Learning
  • Reinforcement Learning