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HomeHomework Helpcomputer-scienceArtificial Intelligence Foundations

Artificial Intelligence Foundations

The basic elements and concepts that form the basis of artificial intelligence, including machine learning, knowledge-based systems, automation, and the role of humans in AI development and deployment

beginner
5 hours
Computer Science
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Overview

Artificial Intelligence (AI) is a transformative technology that simulates human intelligence through machines. It encompasses various fields, including machine learning, neural networks, and natural language processing, each contributing to the development of intelligent systems. AI is increasingly...

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Key Terms

Artificial Intelligence
The capability of a machine to imitate intelligent human behavior.

Example: AI systems can play chess and beat human champions.

Machine Learning
A subset of AI that enables systems to learn from data and improve over time.

Example: Spam filters learn to identify unwanted emails.

Neural Network
A series of algorithms that mimic the operations of a human brain to recognize relationships in data.

Example: Used in image recognition tasks.

Natural Language Processing
A field of AI that focuses on the interaction between computers and humans through natural language.

Example: Voice-activated assistants like Siri.

Algorithm
A set of rules or instructions given to an AI to help it learn on its own.

Example: Sorting algorithms organize data efficiently.

Data Set
A collection of data used to train AI models.

Example: Images of cats and dogs for a classification model.

Related Topics

Deep Learning
A more advanced subset of machine learning that uses neural networks with many layers.
intermediate
Computer Vision
A field of AI that enables computers to interpret and make decisions based on visual data.
intermediate
Robotics
The branch of technology that deals with the design, construction, and operation of robots.
advanced

Key Concepts

Machine LearningNeural NetworksNatural Language ProcessingComputer Vision