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Machine Learning Implementation and OperationsmediumMultiple ChoiceObjective-mapped

MLS-C01 Practice Question: Machine Learning Implementation and Operations

A machine learning team is using SageMaker to train a model. They want to ensure that the training data is encrypted at rest in the S3 bucket and that the data is also encrypted during transit. Which configuration should they use?

⚠ Common exam trap

The trap here is that candidates often overthink encryption options and choose SSE-KMS or SSE-C, not realizing that SSE-S3 with HTTPS enforcement is the simplest and fully compliant solution for the stated requirements.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Use SSE-S3 encryption on the S3 bucket and enforce HTTPS

SSE-S3 provides server-side encryption at rest for objects in S3, and enforcing HTTPS ensures data is encrypted in transit using TLS. This combination meets the requirements for both encryption at rest and in transit without additional client-side complexity.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Use client-side encryption and transfer data via HTTP

    Why it's wrong here

    Client-side encryption is not integrated with SageMaker.

  • Use SSE-S3 encryption on the S3 bucket and enforce HTTPS

    Why this is correct

    SSE-S3 encrypts at rest; HTTPS encrypts in transit.

  • Use SSE-KMS encryption on the S3 bucket and disable HTTP

    Why it's wrong here

    SSE-KMS works, but disabling HTTP is not possible; HTTPS must be enforced.

  • Use SSE-C encryption on the S3 bucket and HTTPS

    Why it's wrong here

    SSE-C requires managing customer keys.

  • Use no encryption on S3 but use HTTPS

    Why it's wrong here

    Data at rest would not be encrypted.

Quick reference

AWS S3 Storage Class Comparison

Storage ClassMin DurationRetrievalUse Case
S3 StandardNoneImmediateFrequently accessed data
S3 Standard-IA30 daysImmediateInfrequent access, rapid retrieval
S3 One Zone-IA30 daysImmediateNon-critical infrequent data
S3 Intelligent-TieringNoneImmediate–hoursUnknown or changing access patterns
S3 Glacier Instant90 daysMillisecondsArchive with instant retrieval
S3 Glacier Flexible90 daysMinutes–hoursArchive, flexible retrieval
S3 Glacier Deep Archive180 daysHoursLong-term compliance archive

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Last reviewed: Jul 4, 2026

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