Podcast
Questions and Answers
What is the main difference between machine learning and deep learning?
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?
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?
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?
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'?
Which industry benefits from the application of AI in 'risk assessments' and 'wealth management'?
What distinguishes supervised learning from unsupervised learning in machine learning?
What distinguishes supervised learning from unsupervised learning in machine learning?
When was the term 'artificial intelligence' first coined?
When was the term 'artificial intelligence' first coined?
Which type of artificial intelligence involves learning to maximize 'reward' in an environment?
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 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?
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?
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'?
Which AI application is used for 'analyzing medical images' and 'drug development'?
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