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WorksheetsGeneric AI - 1
Total questions: 10
Worksheet time: 2mins
What is a "Transformer" in AI models?
A deep learning architecture based on self-attention
A mechanical robot that changes forms
A traditional rule-based AI system
A tool used for converting file formats
Fine-tuning a pre-trained AI model involves:
Rebuilding the model from scratch
Training it on task-specific data to improve performance
Only adjusting the UI of the model
Compressing the model into a zip file
Which of these is an example of a Generative AI model?
ResNet-50
Decision Trees
Naive Bayes Classifier
ChatGPT
Which of these is a common application of Computer Vision AI models?
Translating text between languages
Detecting objects in images
Predicting stock prices
Compressing video files
Which factor most affects an AI model’s generalization ability?
The size and diversity of the training dataset
The color scheme of the development environment
The storage format of the dataset
The number of developers on the team
Which term describes an AI model's ability to handle tasks it wasn’t explicitly trained for?
Supervised Learning
Transfer Learning
Overfitting
Underfitting
Which of these is a key benefit of Large Language Models (LLMs)?
They work only with numerical datasets
They require no training data
They understand and generate human-like text
They are only used for computer vision tasks
What does "Prompt Engineering" refer to in AI?
Optimizing data pipelines
Designing efficient CPU architectures
Building user interfaces for chatbots
Crafting effective inputs to guide AI model outputs
Which of these is an unsupervised learning task?
Clustering customers by purchasing behavior
Predicting house prices based on historical sales
Classifying emails as spam or not spam
Training a chatbot for customer queries
Which metric is commonly used to evaluate the performance of a classification AI model?
Mean Squared Error (MSE)
Pixel Density
F1 Score
Hash Rate
