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HomeHomework Helpcomputer-scienceArtificial Intelligence

Artificial Intelligence

A broad field of computer science that focuses on creating intelligent machines capable of performing tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation

intermediate
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, natural language processing, and robotics. AI systems can learn from data, adapt to new inputs, and perform tasks that typically ...

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Key Terms

Algorithm
A set of rules or steps used to solve a problem.

Example: Sorting algorithms arrange data in a specific order.

Neural Network
A series of algorithms that mimic the operations of a human brain.

Example: Used in image recognition tasks.

Supervised Learning
A type of machine learning where the model is trained on labeled data.

Example: Predicting house prices based on historical data.

Unsupervised Learning
A type of machine learning that deals with unlabeled data.

Example: Clustering customers based on purchasing behavior.

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

Example: Chatbots that understand user queries.

Deep Learning
A subset of machine learning that uses neural networks with many layers.

Example: Image classification tasks.

Related Topics

Machine Learning
Focuses on algorithms that allow computers to learn from and make predictions based on data.
intermediate
Data Science
Involves using scientific methods, processes, and algorithms to extract knowledge from data.
intermediate
Robotics
The branch of technology that deals with the design, construction, operation, and application of robots.
advanced

Key Concepts

Machine LearningNeural NetworksNatural Language ProcessingRobotics