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Cisco AI Technical Practitioner Sample Questions:

1. What is the role of embeddings in AI systems?

A) Compressing logs
B) Assigning IP addresses
C) Representing data numerically in vector space
D) Encrypting traffic

2. Which activity occurs when a developer uses AI to generate a complete Python class for a new API client based on a high-level description?

A) executing legacy code refactoring
B) performing code scaffolding
C) implementing predictive function logic
D) providing inline co-pilot assistance

3. Which generative AI model family should be used for identifying and summarizing technical themes across thousands of unstructured network incident reports?

A) generative adversarial networks
B) variational autoencoders
C) large language models
D) diffusion models

4. Which AI-assisted task standardizes inconsistent date formats (e.g., MM/DD/YY and DD-MM- YYYY)?

A) data correlation
B) data transformation
C) thematic summarization
D) data visualization

5. Which metric is commonly used to evaluate classification models?

A) Throughput only
B) Accuracy
C) Packet TTL
D) Voltage

Solutions: