Podcast
Questions and Answers
What is the primary goal emphasized in the text regarding the development and use of AI?
What is the primary goal emphasized in the text regarding the development and use of AI?
- Improving citizens' wellbeing (correct)
- Philosophical study of ontology
- Achieving hyper-parameters perfection
- Enhancing object features transformation
Which parameter is tuned before the learning process begins in machine learning algorithms?
Which parameter is tuned before the learning process begins in machine learning algorithms?
- Pruning
- Inductive reasoning
- Hyper-parameters (correct)
- Ontology
What type of reasoning involves making broad generalizations from specific observations?
What type of reasoning involves making broad generalizations from specific observations?
- Probabilistic inference
- Inductive reasoning (correct)
- Model optimization
- Random decision forests
What is the purpose of one-hot encoding in machine learning?
What is the purpose of one-hot encoding in machine learning?
What does over-fitting in machine learning models primarily result from?
What does over-fitting in machine learning models primarily result from?
What does probabilistic inference use to build nets for simulation and models?
What does probabilistic inference use to build nets for simulation and models?
Which activation function is widely used in neural networks, particularly deep learning models?
Which activation function is widely used in neural networks, particularly deep learning models?
In machine learning, what does pruning aim to achieve?
In machine learning, what does pruning aim to achieve?
What does ontology primarily study in relation to objects?
What does ontology primarily study in relation to objects?
Which ensemble learning method supports classification, regression, and other tasks?
Which ensemble learning method supports classification, regression, and other tasks?
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