Category AIML500

1. What type of data issue should be addressed before using it in a machine learning model? A: Missing values or incomplete data entries 2. What is one of the main tasks during the monitoring and maintenance phase? A: Retraining…

1.Which of the following describes a common cause of data duplication? A: Errors in data collection or integration from multiple sources  2. When data from different sources have inconsistent formats, which data quality issue is being encountered? A: Data integration …

1.What is a neural network with many layers called? A: A deep neural network 2. What challenge is commonly associated with deep learning models compared to traditional machine learning models? A: They are often considered “black boxes” due to lack…

1. Scenario: A company wants to classify customer emails as either “complaint” or “praise.” Which machine learning type should they use? A: Supervised learning 2. In unsupervised learning, what is the primary goal? A: Identifying hidden structures or patterns in…

1.What is Deep Learning?A) An AI technique using multiple layers of neural networks to model complex patterns.  2.Generative Adversarial Networks (GANs) are best known for their ability to:A) Generate realistic images and data  3.Alan Turing is known for which significant…