Podcast
Questions and Answers
What is a set of instructions that tells a computer how to learn and perform tasks?
What is a set of instructions that tells a computer how to learn and perform tasks?
- Bias
- Algorithm (correct)
- Neural Network
- Data set
Which of the following is a subset of AI that enables computers to learn from data without explicit programming?
Which of the following is a subset of AI that enables computers to learn from data without explicit programming?
- Generative AI
- Natural language processing (NLP)
- Machine learning (ML) (correct)
- Chatbot
Deep learning is best described as a method that:
Deep learning is best described as a method that:
- Uses simple sets of instructions to solve specific tasks
- Imitates the human brain by processing data for complex pattern recoginition (correct)
- Uses algorithms to generate new text, images or music
- Focuses on how computers interact with human language
What term is used when an AI system generates inaccurate or nonsensical information?
What term is used when an AI system generates inaccurate or nonsensical information?
Which is defined as a collection of data used to train and test algorithms and models?
Which is defined as a collection of data used to train and test algorithms and models?
Which of the following best describes the relationship between machine learning and artificial intelligence?
Which of the following best describes the relationship between machine learning and artificial intelligence?
An AI system displays a pattern of generating outputs that are consistently misaligned with factual information. This behavior is best described as:
An AI system displays a pattern of generating outputs that are consistently misaligned with factual information. This behavior is best described as:
The primary function of a neural network in the context of AI is to:
The primary function of a neural network in the context of AI is to:
What is the most accurate description of the interaction between algorithms and data sets?
What is the most accurate description of the interaction between algorithms and data sets?
Which aspect of artificial intelligence is specifically concerned with the capacity of AI to engage with and comprehend human language?
Which aspect of artificial intelligence is specifically concerned with the capacity of AI to engage with and comprehend human language?
Which of the following is the most accurate description of how algorithms function within AI?
Which of the following is the most accurate description of how algorithms function within AI?
In the context of AI development, what differentiates machine learning from other forms of AI?
In the context of AI development, what differentiates machine learning from other forms of AI?
Which statement best describes the relationship between deep learning and neural networks?
Which statement best describes the relationship between deep learning and neural networks?
How does the concept of 'bias' generally manifest within an AI system?
How does the concept of 'bias' generally manifest within an AI system?
In the context of AI, what is the primary function of a chatbot?
In the context of AI, what is the primary function of a chatbot?
Flashcards
Algorithm
Algorithm
A set of instructions that tells a computer how to learn and perform tasks.
Machine Learning
Machine Learning
A subset of AI that uses algorithms and models to learn from data and make decisions without being explicitly programmed.
Deep Learning
Deep Learning
A subset of machine learning inspired by the human brain, allowing computers to learn from complex patterns in data.
Bias
Bias
Signup and view all the flashcards
AI Governance
AI Governance
Signup and view all the flashcards
Data set
Data set
Signup and view all the flashcards
Neural Networks
Neural Networks
Signup and view all the flashcards
AI Hallucination
AI Hallucination
Signup and view all the flashcards
Chatbot
Chatbot
Signup and view all the flashcards
What is an algorithm?
What is an algorithm?
Signup and view all the flashcards
What is Machine Learning (ML)?
What is Machine Learning (ML)?
Signup and view all the flashcards
What is Natural Language Processing (NLP)?
What is Natural Language Processing (NLP)?
Signup and view all the flashcards
What is Generative AI?
What is Generative AI?
Signup and view all the flashcards
What is bias in AI?
What is bias in AI?
Signup and view all the flashcards
Study Notes
Key AI Terms
- Algorithm: A set of instructions guiding a computer's learning and task performance, mimicking human cognition in AI. It's a series of steps programmed by humans for machines to follow, leading to an outcome. A human-written set of steps for a machine to follow.
- Machine Learning (ML): A subset of AI that uses algorithms and models to learn from data and make decisions without explicit programming.
- Deep Learning: A subset of machine learning that imitates the human brain by learning from how it processes information.
- Natural Language Processing (NLP): A branch of AI that focuses on how computers interact with human language.
- Generative AI: A subset of AI that uses algorithms and machine learning models to create new content, like images, music, or text.
- Hallucination: When an AI system generates inaccurate, incoherent, or nonsensical information.
- Chatbot: A software that uses natural language processing to interact with humans through conversations.
- Bias: Assumptions made by an AI system to simplify learning and performing tasks.
- AI Governance: Guidelines or policies that ensure AI systems operate ethically and transparently.
- Data Sets: A collection of data used to train and test algorithms and models.
- Neural Networks: A method in artificial intelligence (AI) that teaches computers to process data in a way inspired by the human brain.
- Deep Learning (alternative definition): An AI method that teaches computers to process data in a way inspired by the human brain. Deep learning models can recognize complex patterns in images, text, sounds, and other data to produce accurate insights and predictions.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.
