Podcast
Questions and Answers
What is the main goal of unsupervised learning?
What is the main goal of unsupervised learning?
- To enable the learner to produce labeled data sets
- To identify structures or patterns in the data (correct)
- To predict the label for hitherto unseen objects
- To identify mapping between feature values and outputs
What was the outcome of using the CASEy system developed by Prolog?
What was the outcome of using the CASEy system developed by Prolog?
- No significant change in assembly times
- An increase in assembly times
- A complete halt in production
- A reduction in assembly times (correct)
Which type of learning operates on labeled data sets?
Which type of learning operates on labeled data sets?
- Reinforcement learning
- Dimensionality reduction
- Supervised learning (correct)
- Unsupervised learning
According to Tom Mitchell's definition, what is a key characteristic of machine learning?
According to Tom Mitchell's definition, what is a key characteristic of machine learning?
What is regression in machine learning?
What is regression in machine learning?
What is a benefit of distinguishing between approaches to learning in machine learning?
What is a benefit of distinguishing between approaches to learning in machine learning?
What is an example of classification?
What is an example of classification?
What is NOT a key aspect of machine learning?
What is NOT a key aspect of machine learning?
What is the primary focus of machine learning research?
What is the primary focus of machine learning research?
What is clustering in machine learning?
What is clustering in machine learning?
What is the term for the process of improving performance at tasks through data analysis?
What is the term for the process of improving performance at tasks through data analysis?
What is the primary goal of dimensionality reduction techniques?
What is the primary goal of dimensionality reduction techniques?
What is a visual representation of multi-decision processes called?
What is a visual representation of multi-decision processes called?
What was the first notable application of expert systems?
What was the first notable application of expert systems?
What was the name of the expert system that helped with medical diagnoses of infectious diseases?
What was the name of the expert system that helped with medical diagnoses of infectious diseases?
When did expert systems reach the height of research interest?
When did expert systems reach the height of research interest?
What was the main achievement of expert systems?
What was the main achievement of expert systems?
Who is credited with defining the term 'expert system' and building the first practical examples?
Who is credited with defining the term 'expert system' and building the first practical examples?
