Artificial Intelligence Overview

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What is the main difference between machine learning and deep learning?

Deep learning uses labeled data for training while machine learning uses unsupervised learning.

Machine learning requires explicit programming while deep learning learns from deep neural networks. (correct)

Deep learning was first coined in the 1950s while machine learning was introduced in the 1990s.

Machine learning is rule-based while deep learning is based on fuzzy logic.

Which type of artificial intelligence involves an 'agent' learning to maximize 'reward' in an environment?

Machine learning

Deep learning

Reinforcement learning (correct)

Rule-based expert systems

What is the primary function of Convolutional Neural Networks (CNNs) in artificial intelligence?

Classifying images (correct)

Forecasting in business and e-commerce

Classifying numbers-based data

Analyzing medical images

In the context of AI applications, what does 'autonomous automotive and navigation' refer to?

AI used in autonomous vehicles for self-driving capabilities Signup and view all the answers

Which industry benefits from the application of AI in 'risk assessments' and 'wealth management'?

Banking and Finance Signup and view all the answers

What distinguishes supervised learning from unsupervised learning in machine learning?

Supervised learning requires labeled data while unsupervised does not. Signup and view all the answers

When was the term 'artificial intelligence' first coined?

1950 Signup and view all the answers

Which type of artificial intelligence involves learning to maximize 'reward' in an environment?

Reinforcement learning Signup and view all the answers

Which of the following AI applications is used for 'inventory management' and 'forecasting'?

Business and E-commerce Signup and view all the answers

Which type of neural network is used to classify time series data, such as audio?

Recurrent Neural Network (RNN) Signup and view all the answers

What is the main difference between supervised and unsupervised learning in machine learning?

Supervised learning requires labeled data, while unsupervised learning does not. Signup and view all the answers

Which AI application is used for 'analyzing medical images' and 'drug development'?

Healthcare Signup and view all the answers

Artificial Intelligence Overview

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Questions and Answers

What is the main difference between machine learning and deep learning?

Which type of artificial intelligence involves an 'agent' learning to maximize 'reward' in an environment?

What is the primary function of Convolutional Neural Networks (CNNs) in artificial intelligence?

In the context of AI applications, what does 'autonomous automotive and navigation' refer to?

Which industry benefits from the application of AI in 'risk assessments' and 'wealth management'?

What distinguishes supervised learning from unsupervised learning in machine learning?

When was the term 'artificial intelligence' first coined?

Which type of artificial intelligence involves learning to maximize 'reward' in an environment?

Which of the following AI applications is used for 'inventory management' and 'forecasting'?

Which type of neural network is used to classify time series data, such as audio?

What is the main difference between supervised and unsupervised learning in machine learning?

Which AI application is used for 'analyzing medical images' and 'drug development'?

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