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Core AI Concepts Flashcards
What is Artificial Intelligence
Holding developers and organizations responsible for the outcomes of AI systems
What is Fairness in AI
A subset of AI that uses algorithms to allow computers to learn from data and make predictions or decisions
What is Accountability in AI
What is Deep Learning
Ensuring AI systems provide unbiased results and do not discriminate against certain groups
What is the difference between AI Machine Learning and Deep Learning
What is Machine Learning
A specialized branch of machine learning using neural networks with many layers to analyze complex patterns
AI is the overall concept ML is a subset of AI and Deep Learning is a specialized branch of ML
The simulation of human intelligence in machines that perform tasks typically requiring human intelligence
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Define Reinforcement Learning | A type of machine learning where an agent learns to make decisions by receiving rewards or penalties |
Define Supervised Learning | A type of machine learning where the model is trained on labeled data |
Define Unsupervised Learning | A type of machine learning where the model identifies patterns and relationships in unlabeled data |
What are the main types of Machine Learning | Supervised Learning, Unsupervised Learning and Reinforcement Learning |
What is Accountability in AI | Holding developers and organizations responsible for the outcomes of AI systems |
What is Anomaly Detection | A method used to identify unusual patterns or outliers in data |
What is Artificial Intelligence | The simulation of human intelligence in machines that perform tasks typically requiring human intelligence |
What is Classification | A supervised learning task that assigns a category label to data |
What is Data Science | An interdisciplinary field focused on extracting insights from data using various techniques |
What is Deep Learning | A specialized branch of machine learning using neural networks with many layers to analyze complex patterns |
What is Fairness in AI | Ensuring AI systems provide unbiased results and do not discriminate against certain groups |
What is Machine Learning | A subset of AI that uses algorithms to allow computers to learn from data and make predictions or decisions |
What is Regression | A supervised learning task that predicts a continuous value based on input data |
What is the difference between AI Machine Learning and Deep Learning | AI is the overall concept ML is a subset of AI and Deep Learning is a specialized branch of ML |
What is Transparency in AI | The ability to understand and interpret how an AI system makes decisions |
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What is Accountability in AI
Click the card to flip
Back
Holding developers and organizations responsible for the outcomes of AI systems
Front
What is Regression
Back
A supervised learning task that predicts a continuous value based on input data
Front
What is Machine Learning
Back
A subset of AI that uses algorithms to allow computers to learn from data and make predictions or decisions
Front
What is Transparency in AI
Back
The ability to understand and interpret how an AI system makes decisions
Front
What is Artificial Intelligence
Back
The simulation of human intelligence in machines that perform tasks typically requiring human intelligence
Front
Define Unsupervised Learning
Back
A type of machine learning where the model identifies patterns and relationships in unlabeled data
Front
Define Reinforcement Learning
Back
A type of machine learning where an agent learns to make decisions by receiving rewards or penalties
Front
What is the difference between AI Machine Learning and Deep Learning
Back
AI is the overall concept ML is a subset of AI and Deep Learning is a specialized branch of ML
Front
What is Deep Learning
Back
A specialized branch of machine learning using neural networks with many layers to analyze complex patterns
Front
What is Anomaly Detection
Back
A method used to identify unusual patterns or outliers in data
Front
What are the main types of Machine Learning
Back
Supervised Learning, Unsupervised Learning and Reinforcement Learning
Front
What is Fairness in AI
Back
Ensuring AI systems provide unbiased results and do not discriminate against certain groups
Front
What is Data Science
Back
An interdisciplinary field focused on extracting insights from data using various techniques
Front
Define Supervised Learning
Back
A type of machine learning where the model is trained on labeled data
Front
What is Classification
Back
A supervised learning task that assigns a category label to data
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Learn the fundamentals of Artificial Intelligence, Machine Learning, and Deep Learning with clear, concise flashcards. Cover key concepts like supervised, unsupervised, and reinforcement learning, as well as fairness, transparency, and accountability in AI. Perfect for beginners or anyone wanting a simple breakdown of core AI principles, tasks, and methods.