What is artificial intelligence? Beállítások

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Artificial intelligence (AI) is a branch of computer science that aims to create systems or machines capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, understanding natural language, and even exhibiting creativity.

Key Concepts in AI:
Machine Learning (ML):

A subset of AI where algorithms learn from and make predictions or decisions based on data. There are various types of ML, including supervised learning, unsupervised learning, and reinforcement learning.
Natural Language Processing (NLP):

The ability of a machine to understand, interpret, and generate human language. Examples include chatbots, language translation services, and voice assistants like Siri or Alexa.
Computer Vision:

The capability of a machine to interpret and make decisions based on visual inputs from the world, such as images or videos. Applications include facial recognition, autonomous driving, and medical image analysis.
Robotics:

The design and creation of robots, which are physical machines that can perform tasks autonomously or semi-autonomously. AI is often used to enhance the decision-making and functionality of robots.
Expert Systems:

AI systems that emulate the decision-making ability of a human expert. These systems use a set of rules and knowledge base to solve specific problems within a domain, like medical diagnosis or financial forecasting.
Neural Networks:

A set of algorithms modeled after the human brain's network of neurons. Neural networks are particularly good at identifying patterns and are the foundation for many ML and deep learning models.

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