Artificial Intelligence Quiz

What is the relationship between deep learning and machine learning?

• Machine learning is a subset of deep learning

• Deep learning and machine learning are unrelated

• Deep learning and machine learning are the same

• Deep learning is a subset of machine learning

Which type of AI is when a machine has superior performance to a human in many tasks?

• Strong AI

• General AI

• Narrow AI

• Superior AI

What is the main characteristic of unlabelled data in machine learning?

• It is less expensive than labelled data

• It is used for training the model

• It is unidentified and needs to be recognised

• It is fully defined and recognisable

Which type of machine learning is used to identify patterns in customer purchasing behavior?

• Supervised learning

• Semi-supervised learning

• Unsupervised learning

• Reinforcement learning

What is the main characteristic of deep learning algorithms?

• They need only a small amount of data during training

• They have clear rules explaining each stage in the model

• They learn the features of the data from the data itself

• They use a modular approach to solve a given problem

What is the purpose of back propagation in neural networks?

• To give random weightings to each neural connection

• To compare the initial outputs to the expected results

• To adjust the system weightings to minimise the difference between actual and expected results

• To calculate the error gradient in the obtained outputs

Which type of back propagation maps static inputs to a static output?

• Static

• Instantaneous

• Recurrent

• Training

What is the main purpose of regression in machine learning?

• To analyze the data before it is input into a system or model

• To understand how the value of a dependent variable changes when the values of independent variables are changed

• To predict the outcome of an event based on any relationship between variables obtained from input data

• To make predictions from given data by learning some relationship between the input and the output

What is one of the expected developments in AI, according to the text?

• Development of humanoid AI machines which carry out human tasks

• Increased efficiency in health care and diagnostics

• Better marketing techniques based on buying behaviors of target groups

• Hyper intelligent personal assistants

What is one of the uses of deep learning in photograph enhancement?

• Creating 3D images from 2D photographs

• Turning monochrome photos into color

• Enhancing the quality of audio recordings

• Improving the resolution of blurry images