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ai-foundation / AI vs ML vs DL
mcq
Direction: Choose the correct option

Q1.

What is the relationship between AI, Machine Learning (ML), and Deep Learning (DL)?
A. AI ⊂ ML ⊂ DL
B. DL ⊂ ML ⊂ AI
C. ML ⊂ DL ⊂ AI
D. AI ⊂ DL ⊂ ML
Direction: Choose the correct option

Q2.

Which of the following tasks is best suited for traditional rule-based AI without learning?
A. Image recognition
B. Playing tic-tac-toe with fixed rules
C. Language translation
D. Stock price prediction
Direction: Choose the correct option

Q3.

Machine Learning algorithms differ from traditional programming because they:
A. Are only used for games
B. Learn patterns from data
C. Use explicit rules defined by programmers
D. Do not require computers
Direction: Choose the correct option

Q4.

Deep Learning is characterized by:
A. Decision trees
B. Many layers of artificial neural networks
C. K-nearest neighbors
D. Support vector machines
Direction: Choose the correct option

Q5.

Which of the following is an example of classical Machine Learning (not deep learning)?
A. Convolutional neural network
B. Recurrent neural network
C. Linear regression
D. Transformer model
Direction: Choose the correct option

Q6.

Which field is broader: AI, ML, or DL?
A. DL
B. AI
C. ML
D. All are same
Direction: Choose the correct option

Q7.

Neural networks with three or more hidden layers are typically considered:
A. Deep learning
B. Reinforcement learning
C. Shallow learning
D. Supervised learning
Direction: Choose the correct option

Q8.

A system that plays chess by evaluating millions of possible moves using hand-crafted evaluation functions is best described as:
A. Machine Learning
B. Deep Learning
C. Reinforcement Learning
D. Classical AI
Direction: Choose the correct option

Q9.

Which approach would you use for a complex image classification task with large amounts of labeled data?
A. Deep Learning (CNN)
B. Rule-based system
C. Linear regression
D. Decision tree
Direction: Choose the correct option

Q10.

Which of the following statements is true?
A. All ML is AI
B. All AI is ML
C. AI is only about robotics
D. DL and ML are independent