Core AI Fundamentals Quiz

What is Artificial Intelligence (AI)?

• Programming computers to do tasks we do manually

• Programming machines to perform tasks requiring human intelligence

• Automating simple, repetitive tasks

• None of the above

Which of the following is NOT a type of AI?

• Narrow AI

• General AI

• Quantum AI

• Super AI

Who is known as the 'Father of AI'?

• Alan Turing

• John McCarthy

• Marvin Minsky

• Geoffrey Hinton

What does the Turing Test evaluate?

• A machine's speed

• A machine's intelligence

• A machine's accuracy

• A machine's memory capacity

Which programming language is most commonly used in AI?

• Python

• C++

• Java

• Ruby

Which algorithm is an example of supervised learning?

• K-Means Clustering

• Linear Regression

• Genetic Algorithm

• Monte Carlo Simulation

What does 'overfitting' mean in machine learning?

• A model fits training data too well and performs poorly on new data

• A model underestimates the complexity of the data

• A model performs equally well on training and test data

• A model cannot fit the training data properly

Which of the following is a type of neural network layer?

• Input layer

• Hidden layer

• Output layer

• All of the above

What is backpropagation in neural networks?

• A way to initialize weights

• A method to optimize loss function

• A process of computing gradients and updating weights

• A function to divide data into subsets

Which activation function is commonly used in deep learning?

• Sigmoid

• ReLU

• Tanh

• All of the above