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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI for Code and Workflow Optimization | - AI-assisted code development
| |
| Topic 2: AI Ethics and Security | - Ethical considerations in AI
| |
| Topic 3: Data Research and Analysis | - Data collection and preparation
| |
| Topic 4: Generative AI Models | 20% | - Retrieval Augmented Generation (RAG)
|
| Topic 5: Prompt Engineering | 15% | - Prompting techniques
|
| Topic 6: Agentic AI | 20% | - Model Context Protocol (MCP)
|
1. Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?
A) large language models
B) generative adversarial networks
C) diffusion models
D) variational autoencoders
2. A company discloses to its users that their support tickets are being summarized by an AI model.
Which responsible AI principle does this action support?
A) inclusiveness
B) system safety
C) transparency
D) bias mitigation
3. What is the purpose of tokenization in Large Language Models (LLMs)?
A) Compressing images
B) Encrypting passwords
C) Routing packets
D) Splitting text into manageable units
4. What is occurring when an agent converts a CSV list into a Markdown table for a final report?
A) data quantization
B) data transformation
C) data classification
D) data filtering
5. A practitioner uses self-consistency by running the same prompt three times and comparing the results. What is the goal of this strategy?
A) to verify the output reliability
B) to bypass the context window
C) to increase the model creativity
D) to increase the response speed
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: A |
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