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| Section | Weight | Objectives |
|---|---|---|
| Prompt Engineering | 15% | - Prompt design principles
|
| Agentic AI Systems | - Agent architecture
| |
| AI for Data Research and Analysis | - Data exploration and transformation
| |
| Ethics and Security | 15% | - Data privacy and governance
|
| Generative AI Models | 20% | - Model hosting and architecture
|
| AI for Code and Workflow Optimization | - Automation workflows
|
Question 1
An analyst needs a model that can analyze a network topology diagram and a set of configuration logs simultaneously. Which type of model should be selected?
A. multimodal model
B. diffusion model
C. generative adversarial network
D. embedding model
Question 2
A marketing team must generate high-fidelity images for a new product launch. Which model is designed to handle this task through the process of iterative noise reduction?
A. large language models
B. generative adversarial networks
C. diffusion models
D. variational autoencoders
Question 3
What is the role of embeddings in AI systems?
A. Encrypting traffic
B. Representing data numerically in vector space
C. Assigning IP addresses
D. Compressing logs
Question 4
Which protocol is commonly used for streaming telemetry in modern networks?
A. ARP
B. FTP
C. gRPC
D. Telnet
Question 5
What is the role of the client in the Model Context Protocol?
A. to orchestrate interactions with servers
B. to act as a tool or service provider
C. to provide resources for task execution
D. to act as an LLM for inferencing
Solutions:
| Question 1 Answer: A | Question 2 Answer: C | Question 3 Answer: B | Question 4 Answer: C | Question 5 Answer: A |
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