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| Section | Weight | Objectives |
|---|---|---|
| AI Ethics and Security | - Ethical considerations in AI
| |
| AI for Code and Workflow Optimization | - Workflow automation
| |
| Prompt Engineering | 15% | - Prompting techniques
|
| Generative AI Models | 20% | - Model selection
|
| Agentic AI | 20% | - Model Context Protocol (MCP)
|
| Data Research and Analysis | - Data collection and preparation
|
1. In supervised machine learning, what is required?
A) Random hardware failures
B) Only encrypted traffic
C) No data
D) Labeled datasets
2. What is the role of embeddings in AI systems?
A) Representing data numerically in vector space
B) Compressing logs
C) Assigning IP addresses
D) Encrypting traffic
3. An organization has regulatory requirements that prohibit any proprietary source code from leaving the internal network. Which hosting strategy provides the highest level of data sovereignty?
A) managed SaaS AI platform with SOC 2 audit
B) local LLM deployment on internal hardware
C) hybrid deployment with cloud-based backup
D) cloud-based API with Zero Data Retention
4. How does AI support exploratory data analysis when working with large, unstructured datasets?
A) by tuning inference parameters
B) by compressing the datasets
C) by identifying patterns and groupings
D) by performing bit-by-bit reconstruction
5. A developer provides AI with three examples of a log entry mapped to a specific error category before asking AI to categorize a new log entry. Which technique is being used?
A) zero-shot prompting
B) metaprompting
C) chain-of-thought
D) few-shot prompting
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |
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