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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Intro to ML Foundations | 15% | - Discuss Reinforcement Learning Fundamentals - Explain Machine Learning Basics - Discuss Supervised Learning Fundamentals
|
| Topic 2: Intro to OCI AI Services | 20% | - OCI Speech - OCI Language - OCI Vision - OCI Document Understanding |
| Topic 3: Intro to Generative AI and LLMs | 15% | - Explain Transformers Fundamentals - Discuss Generative AI Overview - Discuss Large Language Models Fundamentals - Explain Prompt Engineering and Instruction Tuning - Explain LLM Fine Tuning |
| Topic 4: Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Discuss AI Basics - Explain AI vs ML vs DL |
| Topic 5: Intro to DL Foundations | 15% | - Explain Convolutional Models (CNN) - Discuss Deep Learning Fundamentals - Explain Sequence Models (RNN and LSTM) |
| Topic 6: OCI Generative AI and Oracle 23ai | 10% | - Discuss Oracle Vector Search - Discuss Autonomous Database Select AI - Describe OCI Generative AI Services |
| Topic 7: Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Infrastructure Overview - Explain Responsible AI - Discuss OCI AI Services Overview - Discuss OCI ML Services Overview |
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
How is " Prompt Engineering " different from " Fine-tuning " in the context of Large Language Models (LLMs)?
- A. Prompt Engineering adjusts the model ' s parameters, while Fine-tuning crafts input prompts.
- B. Prompt Engineering modifies training data, while Fine-tuning alters the model ' s structure.
- C. Both involve retraining the model, but Prompt Engineering does it more often.
- D. Prompt Engineering creates input prompts, while Fine-tuning retrains the model on specific data.
Correct Answer: D 🗳️
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How does AI enhance human efforts?
- A. By increasing the physical strength of humans
- B. By completely replacing human workers in all tasks
- C. By processing data at a speed and effectiveness far beyond human capability
- D. By deleting data humans need to handle
Correct Answer: C 🗳️
Explanation: Only visible for Dumpexams members. You can sign-up / login (it's free).
You are training a deep learning model to classify images. What is the primary function of the convolutional layer?
- A. To generate new images.
- B. To reduce the spatial dimensions of the input image.
- C. To detect specific features in the input image.
- D. To classify the input image.
Correct Answer: C 🗳️
Explanation: Only visible for Dumpexams members. You can sign-up / login (it's free).
Which statement best describes the relationship between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)?
- A. AI, ML, and DL are entirely separate fields with no overlap.
- B. ML is a subset of AI, and DL is a subset of ML.
- C. AI is a subset of DL, which is a subset of ML.
- D. DL is a subset of AI, and ML is a subset of DL.
Correct Answer: B 🗳️
Explanation: Only visible for Dumpexams members. You can sign-up / login (it's free).
Which AI domain is associated with tasks such as identifying the sentiment of text and translating text between languages?
- A. Natural Language Processing
- B. Natural Language Processing
- C. Computer Vision
- D. Anomaly Detection
Correct Answer: B 🗳️
Explanation: Only visible for Dumpexams members. You can sign-up / login (it's free).
