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C_AIG_2412 · Question #25

Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core? Note: There are 2 correct answers to this question.

The correct answer is A. Store the dataset in a hyperscaler object store. C. Provide the storage secret to access the dataset. Before SAP AI Core can train a model, it needs two things: somewhere to read the data from, and permission to access it. Option A is correct because SAP AI Core integrates with hyperscaler object stores (like AWS S3, Azure Blob, or Google Cloud Storage) as its data source - it…

Deployment of Generative AI Solutions

Question

Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core? Note: There are 2 correct answers to this question.

Options

  • AStore the dataset in a hyperscaler object store.
  • BGrant access rights to the SAP BTP cockpit.
  • CProvide the storage secret to access the dataset.
  • DStore the dataset in the SAP HANA Vector Engine.

How the community answered

(28 responses)
  • A
    75% (21)
  • B
    7% (2)
  • D
    18% (5)

Explanation

Before SAP AI Core can train a model, it needs two things: somewhere to read the data from, and permission to access it. Option A is correct because SAP AI Core integrates with hyperscaler object stores (like AWS S3, Azure Blob, or Google Cloud Storage) as its data source - it does not natively host datasets itself. Option C is correct because you must register a storage secret (credentials) in AI Core so it can authenticate and pull data from that object store at training time.

Option B is wrong because SAP BTP cockpit access rights govern the BTP platform UI, not dataset connectivity for AI Core training workflows. Option D is wrong because SAP HANA Vector Engine is a database feature used for vector/embedding search, not the storage target AI Core uses to read training data.

Memory tip: Think of it as two-step access - first park the data (hyperscaler object store = A), then hand over the keys (storage secret = C). No parking spot + no keys = no training.

Topics

#SAP AI Core#dataset access#hyperscaler object store#storage secrets

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