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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Get started with OCI AI Portfolio | 15% | - Explain Responsible AI - Discuss OCI ML Services Overview - Discuss OCI AI Infrastructure Overview - Discuss OCI AI Services Overview |
| OCI Generative AI and Oracle 23ai | 10% | - Describe OCI Generative AI Services - Discuss Autonomous Database Select AI - Discuss Oracle Vector Search |
| Intro to ML Foundations | 15% | - Explain Machine Learning Basics - Discuss Unsupervised Learning Fundamentals - Discuss Reinforcement Learning Fundamentals - Discuss Supervised Learning Fundamentals
|
| Intro to DL Foundations | 15% | - Discuss Deep Learning Fundamentals - Explain Sequence Models (RNN and LSTM) - Explain Convolutional Models (CNN) |
| Intro to OCI AI Services | 20% | - OCI Vision - OCI Document Understanding - OCI Language - OCI Speech |
| 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% | - Explain Prompt Engineering and Instruction Tuning - Discuss Large Language Models Fundamentals - Explain LLM Fine Tuning - Discuss Generative AI Overview - Explain Transformers Fundamentals |
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
A customer feedback analysis team needs to extract insights from thousands of online product reviews. They want to determine whether customers express positive or negative opinions about different aspects of a product or service. Which feature of OCI Language is helpful?
- A. Key phrase extraction
- B. Named entity recognition
- C. Language detection
- D. Sentiment analysis
Correct Answer: D 🗳️
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Which statement describes the Optical Character Recognition (OCR) feature of Oracle Cloud Infrastructure Document Understanding?
- A. It converts audio files into text.
- B. It enhances the visual quality of documents.
- C. It recognizes and extracts text from a document.
- D. It provides real-time translation of text.
Correct Answer: C 🗳️
Explanation: Only visible for DumpsFree members. You can sign-up / login (it's free).
You are training a logistic regression model to classify emails as spam or not spam. The model is currently classifying too many emails as spam. What would you do to adjust the model?
- A. Increase the threshold value for classification.
- B. Increase the regularization parameter.
- C. Decrease the number of iterations.
- D. Decrease the weight of the feature representing the presence of certain keywords.
Correct Answer: A 🗳️
Explanation: Only visible for DumpsFree 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 delivers exceptional performance and scalability for complex AI tasks.
- B. It provides a cost-effective solution for simple AI tasks.
- C. It offers seamless integration with social media platforms.
- D. It is ideal for tasks such as text-to-speech conversion.
Correct Answer: A 🗳️
Which AI Ethics principle leads to the Responsible AI requirement of transparency?
- A. Prevention of harm
- B. Explicability
- C. Respect for human autonomy
- D. Fairness
Correct Answer: B 🗳️
Explanation: Only visible for DumpsFree members. You can sign-up / login (it's free).
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