SAP C_AIG_2412 Exam Practice Test Instant Access

Question 1

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.

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.

Answer : A, C

Question 2

Which of the following is a principle of effective prompt engineering?

AUse precise language and providing detailed context in prompts.

BCombine multiple complex tasks into a single prompt.

CKeep prompts as short as possible to avoid confusion.

DWrite vague and open-ended instructions to encourage creativity.

Answer : A

Question 3

Which neural network architecture is primarily used by LLMs?

ATransformer architecture with self-attention mechanisms

BRecurrent neural network architecture

CConvolutional Neural Networks (CNNs)

DSequential encoder-decoder architecture

Answer : A

Question 4

Which statement best describes the Chain-of-Thought (COT) prompting technique?

ALinking multiple Al models in sequence, where each model's output becomes the input for the next model in the chain.

BWriting a series of connected prompts creating a chain of related information.

CConcatenating multiple related prompts to form a chain, guiding the model through sequential reasoning steps.

DConnecting related concepts by having the LLM generate chains of ideas.

Answer : C

Question 5

How can few-shot learning enhance LLM performance?

ABy enhancing the model's computational efficiency

BBy providing a large training set to improve generalization

CBy reducing overfitting through regularization techniques

DBy offering input-output pairs that exemplify the desired behavior

Answer : D

Question 6

What are the applications of generative Al that go beyond traditional chatbot applications? Note: There are 2 correct answers to this question.

ATo produce outputs based on software input.

BTo follow a specific schema - human input, Al processing, and output for human consumption.

CTo interpret human instructions and control software systems without necessarily producing output for human consumption.

DTo interpret human instructions and control software systems always producing output for human consumption.

Answer : C, D

Question 7

Which of the following executables in generative Al hub works with Anthropic models?

AGCP Vertex Al

BAzure OpenAl Service

CSAP AI Core

DAWS Bedrock

Answer : D

SAP C_AIG_2412 SAP Certified Associate - SAP Generative AI Developer Exam Practice Test