Free Oracle Cloud Infrastructure 2025 AI Foundations Associate Exam 1Z0-1122-25 Exam Practice Test

What can Oracle Cloud Infrastructure Document Understanding NOT do?

• Generate transcript from documents
• Extract tables from documents
• Classify documents into different types
• Extract text from documents

What is a key advantage of using dedicated AI clusters in the OCI Generative AI service?

• They allow access to unlimited database resources.
• They are free of charge for all users.
• They provide high performance compute resources for fine-tuning tasks.
• They provide faster internet connection speeds.

Which statement best describes the relationship between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)?

• DL is a subset of AI, and ML is a subset of DL.
• AI, ML, and DL are entirely separate fields with no overlap.
• ML is a subset of AI, and DL is a subset of ML.
• AI is a subset of DL, which is a subset of ML.

What is the difference between classification and regression in Supervised Machine Learning?

• Classification and regression both assign data points to categories.
• Classification predicts continuous values, whereas regression assigns data points to categories.
• Classification assigns data points to categories, whereas regression predicts continuous values.
• Classification and regression both predict continuous values.

What is the benefit of using embedding models in OCI Generative AI service?

• They optimize the use of computational resources.
• They simplify managing databases.
• They facilitate semantic searches.
• They enable creating detailed graphics.

Which capability is supported by Oracle Cloud Infrastructure Language service?

• Converting text into images
• Translating text into speech
• Analyzing text to extract structured information like sentiment or entities
• Detecting objects and scenes in images

What does "fine-tuning" refer to in the context of OCI Generative AI service?

• Encrypting the data for security reasons
• Adjusting the model parameters to improve accuracy
• Upgrading the hardware of the AI clusters
• Doubling the neural network layers

What distinguishes Generative AI from other types of AI?

• Generative AI creates diverse content such as text, audio, and images by learning patterns from existing data.
• Generative AI focuses on making decisions based on user interactions.
• Generative AI involves training models to perform tasks without human intervention.
• Generative AI uses algorithms to predict outcomes based on past data.

What is the purpose of Attention Mechanism in Transformer architecture?

• Weigh the importance of different words within a sequence and understand the context.
• Convert tokens into numerical forms (vectors) that the model can understand.
• Break down a sentence into smaller pieces called tokens.
• Apply a specific function to each word individually.

Which AI domain can be employed for identifying patterns in images and extract relevant features?

• Anomaly Detection
• Speech Processing
• Natural Language Processing
• Computer Vision