Cisco Start Focus
Log In Create Account

AIF-C01 workspace

Detailed Explanations

A detailed answer review with side-by-side rationale, distractor analysis, related questions, and weak-topic practice.

Certification
Build Quiz

AIF-C01 catalog review

Build models through training

Correct: C
Your answer Not answered Answer this in practice or the daily question to sync here.
Correct answer C Using data and an optimization process to learn model parameters that map inputs to desired outputs
Result Awaiting answer Synced from this browser when available.
Confidence Unset Use the practice page confidence controls to calibrate this item.

What does building a model through training primarily involve?

A Running a fixed model on new requests with no parameter updates
B Archiving complete network telemetry and training logs for regulatory audit and operational review
C Using data and an optimization process to learn model parameters that map inputs to desired outputs
D Assigning VLANs to GPU server interfaces
1. Answer captured 2. Key checked 3. Rationale review 4. Retry weak topic

Detailed explanation

Catalog rationale

Correct answer: C

Training is the phase where the model learns from data. Infrastructure design must support the compute, storage, data movement, and checkpointing behavior of that process.

Key concept Build models through training

Cisco CCDE AI Infrastructure elective - expert specialist path

Exam tip Map the requirement to the managed Cisco capability.

Eliminate services that solve infrastructure, data movement, or routing when the stem asks for AI model access or governance.

Cisco service references

02 Cisco CCDE AI Infrastructure elective - expert specialist path 01 AI-Machine learning, compliance and governance 01 Infrastructure resource impacts and requirements for AI-ML use cases 01 Build models through training

Why the wrong answers are wrong

A

Incorrect. Running a fixed model on new requests describes inference.

B

Incorrect. Telemetry archiving is an operations activity.

D

Incorrect. VLAN assignment is network configuration, not model training.