1Z0-1110-25 practice question 31 of 35

Which step is unique to MLOps, as opposed to DevOps?

Full set: 307 questions
Answer options
A: Continuous deployment
B: Continuous integration
C: Continuous delivery
D: Continuous training Correct answer
Correct Answer:
D. Continuous training
Explanation

Detailed Answer in Step-by-Step Solution: Objective: Identify a step unique to MLOps vs. DevOps. Compare MLOps and DevOps: DevOps: Focuses on software deployment (CI/CD). MLOps: Extends DevOps to ML, adding model-specific steps. Evaluate Options: A: Continuous deployment—Common to both (software/models). B: Continuous integration—Common to both (code merging). C: Continuous delivery—Common to both (releasing updates). D: Continuous training—Unique to MLOps (retraining models with new data). Reasoning: Only D addresses ML-specific needs (model retraining). Conclusion: D is correct. OCI documentation notes: “MLOps extends DevOps with continuous training, a process unique to machine learning where models are retrained with new data to maintain performance.” CI (B), CD (A), and delivery (C) are shared with DevOps—only continuous training (D) is MLOps-specific. : Oracle Cloud Infrastructure Data Science Documentation, "MLOps Concepts".

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