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artificial intelligence (AI) Correct Answers the study of creating
machines and computer systems capable of performing tasks that
typically require human intelligence
narrow AI Correct Answers artificial intelligence that is designed and
trained for a specific task or narrow set of tasks
general AI Correct Answers a hypothetical future AI system that would
possess human-level intelligence
algorithms Correct Answers defined methods or processes employed to
train models, generate predictions, and execute tasks using data
machine learning Correct Answers a branch of AI that enables
computers to improve their performance through experience without
needing explicit programming
AI model Correct Answers a computer program designed to make
predictions or decisions based on input data
supervised learning Correct Answers a technique where a model is
trained using data that includes labeled examples, such as images with
tagged objects or text with marked entities
,unsupervised learning Correct Answers a type of machine learning
where the model is trained on unlabeled data without explicit guidance
or supervision
reinforcement learning Correct Answers a type of machine learning
wherein an AI agent learns through interactions with an environment,
garnering rewards or penalties contingent upon its actions
neural networks Correct Answers computational models inspired by the
structure and function of the human brain's neural networks that learn
from data called training to recognize patterns, make predictions, and
perform tasks such as classification, regression, and pattern recognition
deep learning Correct Answers a powerful subset of machine learning
that uses artificial neural networks to learn from large amounts of data
generative AI Correct Answers AI systems that can create new content
large language models (LLMs) Correct Answers a type of machine
learning model that is trained on massive amounts of text data to
understand and generate human-like language
natural language processing (NLP) Correct Answers the field of AI
concentrated on enabling computers to understand and engage with
human language, mirroring the intricacies of human communication
, chatbots Correct Answers AI programs designed to engage in natural
conversations with people, providing information, answering questions,
and even offering emotional support
computer vision Correct Answers a field of artificial intelligence that
enables computers to interpret and analyze visual information from the
real world, such as images and videos
robotics Correct Answers the field of AI that focuses on designing,
constructing, and operating robots
statistical analysis Correct Answers a technique employed in AI that
involves collecting, organizing, examining, and interpreting data to
identify patterns and make predictions
AI tools Correct Answers software programs designed to assist users in
performing AI-related tasks
Machine learning Correct Answers a key component of AI that enables
computers to learn and improve without being explicitly programmed
by humans.
Algorithms Correct Answers specific procedures or methods used to
train models, make predictions, and perform tasks based on data.