NCA-GENL 무료 덤프문제 온라인 액세스

What is the correct order of steps in an ML project?

• A.Data preprocessing, Data collection, Model training, Model evaluation
• B.Model evaluation, Data collection, Data preprocessing, Model training
• C.Model evaluation, Data preprocessing, Model training, Data collection
• D.Data collection, Data preprocessing, Model training, Model evaluation

Which of the following is a key characteristic of Rapid Application Development (RAD)?

• A.Minimal user feedback during the development process.
• B.Extensive upfront planning before any development.
• C.Linear progression through predefined project phases.
• D.Iterative prototyping with active user involvement.

You are working on developing an application to classify images of animals and need to train a neural model.
However, you have a limited amount of labeled data. Which technique can you use to leverage the knowledge from a model pre-trained on a different task to improve the performance of your new model?

• A.Transfer learning
• B.Dropout
• C.Early stopping
• D.Random initialization

In the field of AI experimentation, what is the GLUE benchmark used to evaluate performance of?

• A.AI models on image recognition tasks.
• B.AI models on speech recognition tasks.
• C.AI models on a range of natural language understanding tasks.
• D.AI models on reinforcement learning tasks.

What do we usually refer to as generative AI?

• A.A branch of artificial intelligence that focuses on improving the efficiency of existing models.
• B.A branch of artificial intelligence that focuses on analyzing and interpreting existing data.
• C.A branch of artificial intelligence that focuses on auto generation of models for classification.
• D.A branch of artificial intelligence that focuses on creating models that can generate new and original data.