Podcast
Questions and Answers
Which of the following is NOT an example of supervised learning?
Which of the following is NOT an example of supervised learning?
- Forecasting house prices using historical sales data with actual sale prices
- Grouping customers based on their purchasing patterns without any predetermined classes (correct)
- Classifying whether a person survived the Titanic sinking based on passenger information and survival data
- Predicting ice cream sales based on weather data and actual sales figures
What is the main advantage of unsupervised learning techniques over supervised learning?
What is the main advantage of unsupervised learning techniques over supervised learning?
- Unsupervised learning is easier to implement and requires less computational resources
- Unsupervised learning can handle larger datasets more efficiently
- Unsupervised learning can discover patterns and relationships without relying on labeled data (correct)
- Unsupervised learning models are generally more accurate than supervised learning models
Which of the following is NOT a common application of unsupervised learning?
Which of the following is NOT a common application of unsupervised learning?
- Image classification to identify objects or scenes in images (correct)
- Clustering customers based on their purchasing behavior for targeted marketing
- Recommender systems for suggesting products or content based on user preferences
- Anomaly detection in network traffic or financial transactions
Which of the following techniques is an example of unsupervised learning?
Which of the following techniques is an example of unsupervised learning?
What is the main challenge in evaluating the performance of unsupervised learning models?
What is the main challenge in evaluating the performance of unsupervised learning models?
In the context of unsupervised learning, what does the term 'similarity' refer to?
In the context of unsupervised learning, what does the term 'similarity' refer to?
What is the name of the most widely used AI technology for unsupervised learning?
What is the name of the most widely used AI technology for unsupervised learning?
Which of the following is NOT a way that AI is used in sports according to the passage?
Which of the following is NOT a way that AI is used in sports according to the passage?
What was the main insight that the data analyst in the 'Moneyball' story used to improve the team's performance?
What was the main insight that the data analyst in the 'Moneyball' story used to improve the team's performance?
What is the purpose of using a clustering algorithm on player data according to the passage?
What is the purpose of using a clustering algorithm on player data according to the passage?
What is the key benefit of finding undervalued players using a clustering algorithm, as described in the passage?
What is the key benefit of finding undervalued players using a clustering algorithm, as described in the passage?
