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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Intro to AI Foundations | 10% | - Discuss AI Basics - Discuss AI Applications and Types of Data - Explain AI vs ML vs DL |
| Intro to Generative AI and LLMs | 15% | - Discuss Generative AI Overview - Discuss Large Language Models Fundamentals - Explain Transformers Fundamentals - Explain Prompt Engineering and Instruction Tuning - Explain LLM Fine Tuning |
| Intro to DL Foundations | 15% | - Explain Sequence Models (RNN and LSTM) - Explain Convolutional Models (CNN) - Discuss Deep Learning Fundamentals |
| OCI Generative AI and Oracle 23ai | 10% | - Discuss Oracle Vector Search - Discuss Autonomous Database Select AI - Describe OCI Generative AI Services |
| Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Infrastructure Overview - Discuss OCI AI Services Overview - Explain Responsible AI - Discuss OCI ML Services Overview |
| Intro to OCI AI Services | 20% | - OCI Vision - OCI Document Understanding - OCI Language - OCI Speech |
| Intro to ML Foundations | 15% | - Explain Machine Learning Basics - Discuss Reinforcement Learning Fundamentals - Discuss Unsupervised Learning Fundamentals - Discuss Supervised Learning Fundamentals
|
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
What role do Transformers perform in Large Language Models (LLMs)?
- A. Limit the ability of LLMs to handle large datasets by imposing strict memory constraints
- B. Image recognition tasks in LLMs
- C. Manually engineer features in the data before training the model
- D. Provide a mechanism to process sequential data in parallel and capture long-range dependencies
Correct Answer: D 🗳️
Explanation: Only visible for RealValidExam members. You can sign-up / login (it's free).
Which feature is NOT available as part of OCI Speech capabilities?
- A. Provides timestamped, grammatically accurate transcriptions
- B. Uses extensive data science experience to operate
- C. Transcribes audio and video files into text
- D. Supports multiple languages including English, Spanish, and Portuguese
Correct Answer: B 🗳️
Explanation: Only visible for RealValidExam members. You can sign-up / login (it's free).
What is the purpose of the model catalog in OCI Data Science?
- A. To provide a preinstalled open source library
- B. To deploy models as HTTP endpoints
- C. To store, track, share, and manage models
- D. To create and switch between different environments
Correct Answer: C 🗳️
Explanation: Only visible for RealValidExam members. You can sign-up / login (it's free).
How do Large Language Models (LLMs) handle the trade-off between model size, data quality, data size and performance?
- A. They focus on increasing the number of tokens while keeping the model size constant.
- B. They disregard model size and prioritize high-quality data only.
- C. They ensure that the model size, training time, and data size are balanced for optimal results.
- D. They prioritize larger model sizes to achieve better performance.
Correct Answer: C 🗳️
Explanation: Only visible for RealValidExam members. You can sign-up / login (it's free).
What is the primary benefit of using Oracle Cloud Infrastructure Supercluster for AI workloads?
- A. It is ideal for tasks such as text-to-speech conversion.
- B. It delivers exceptional performance and scalability for complex AI tasks.
- C. It offers seamless integration with social media platforms.
- D. It provides a cost-effective solution for simple AI tasks.
Correct Answer: B 🗳️
Explanation: Only visible for RealValidExam members. You can sign-up / login (it's free).
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