28-07-2025 QUIZ

Which branch of AI allows systems to learn from experience without being explicitly programmed?

• Deep Learning

• Supervised Learning

• Machine Learning

• Computer Vision

Answer explanation

🔍 Explanation: Machine Learning enables systems to learn from data and improve performance over time without explicit programming.

Which technique uses neural networks with many layers to extract increasingly complex features from data?

• Natural Language Processing

• Deep Learning

• Reinforcement Learning

• Clustering

Answer explanation

🔍 Explanation: Deep Learning is a type of ML that utilizes deep neural networks with multiple abstraction layers.

What is the ability of computers to understand, interpret, and generate human language known as?

• Computer Vision

• Deep Learning

• Natural Language Processing

• Algorithm Bias

Answer explanation

🔍 Explanation: NLP focuses on understanding and processing human language in a meaningful way.

Which AI field is focused on enabling systems to interpret and understand the visual world?

• Supervised Learning

• Computer Vision

• Ethical AI

• Neural Networks

Answer explanation

Answer: B Computer Vision

🔍 Explanation: Computer Vision deals with image and video analysis using AI

Which model is inspired by the structure and function of the human brain?

• Reinforcement Learning

• Neural Networks

• Decision Trees

• NLP

Answer explanation

Answer: B Neural Networks

🔍 Explanation: Neural networks are built from interconnected nodes that mimic neurons in the brain.

Which type of learning involves labeled data and mapping inputs to outputs?

• Unsupervised Learning

• Reinforcement Learning

• Supervised Learning

• Deep Learning

Answer explanation

📝 Answer: C Supervised Learning

🔍 Explanation: Supervised Learning uses input-output pairs to train models.

What type of learning is used to find patterns in unlabeled data?

• Supervised Learning

• Reinforcement Learning

• Unsupervised Learning

• Neural Networks

Answer explanation

📝 Answer: C Unsupervised Learning

🔍 Explanation: Unsupervised Learning infers structure in data without labeled outcomes.

Which type of learning involves interaction with the environment and feedback in the form of rewards or penalties?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Deep Learning

Answer explanation

📝 Answer: C Reinforcement Learning

🔍 Explanation: Reinforcement Learning uses trial-and-error feedback to learn optimal decisions.

What term describes systematic unfairness in AI outcomes due to biased training data?

• Ethical AI

• Algorithm Bias

• Reinforcement Error

• Data Corruption

Answer explanation

📝 Answer: B Algorithm Bias

🔍 Explanation: Algorithm bias arises when AI models learn unfair or discriminatory patterns from data.

What concept promotes transparency, fairness, and well-being in AI system design?

• Unsupervised Learning

• Ethical AI

• Computer Vision

• Data Labeling

Answer explanation

📝 Answer: B Ethical AI

🔍 Explanation: Ethical AI ensures responsible development and deployment of AI to avoid harm.