3.0 Deep, Machine and Ai comparison

Which field is a subset of Machine Learning?

• Deep Learning

• Artificial Intelligence

• Both Deep Learning and Artificial Intelligence

• None of the above

What does Deep Learning excel at?

• Learning from raw data

• Handling simple tasks

• Learning hierarchical features

• Creating intelligent machines

Which field is a subset of Artificial Intelligence?

• Deep Learning

• Machine Learning

• Both Deep Learning and Machine Learning

• None of the above

What type of data representation does Machine Learning rely on?

• Hierarchical features

• Raw data

• Human-engineered features

• Neural network-based approaches

Which field is a subset of Machine Learning that uses neural networks?

• Deep Learning

• Artificial Intelligence

• Both Deep Learning and Artificial Intelligence

• None of the above

What is the complexity of training Deep Learning models compared to other approaches?

• More challenging

• Relatively simpler

• Varies depending on the approach

• Cannot be determined

Which field has more flexibility in algorithm selection?

• Deep Learning

• Machine Learning

• Artificial Intelligence

• All have equal flexibility

What is the main focus of Machine Learning?

• Learning from data

• Creating intelligent machines

• Learning hierarchical features

• Handling complex tasks

Which field can encompass a wide range of algorithms?

• Deep Learning

• Machine Learning

• Artificial Intelligence

• All of the above

What is the main focus of Artificial Intelligence?

• Learning from data

• Creating intelligent machines

• Learning hierarchical features

• Handling complex tasks