EMT Practice Test

1. Question Content...

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Question1: What are some drivers for the rapid adoption of generative AI? Note: There are 2 correct answers to this question.

Question2: What does SAP recommend you do before you start training a machine learning model in SAP AI Core? Note: There are 3 correct answers to this question.

Question3: Which of the following sequence of steps does SAP recommend you use to solve a business problem using generative Al hub?

Question4: What are the benefits of SAP's generative Al hub? Note: There are 2 correct answers to this question.

Question5: What is a Large Language Model (LLM)?

Question6: Which of the following are features of the SAP AI Foundation? Note: There are 2 correct answers to this question.

Question7: Which of the following are grounding principles included in SAP's AI Ethics framework? Note: There are 3 correct answers to this question.

Question8: What are some benefits of SAP Business Al? Note: There are 3 correct answers to this question.

Question9: What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

Question10: Which of the following techniques uses a prompt to generate or complete subsequent prompts (streamlining the prompt development process), and to effectively guide Al model responses?

Question11: How does the Al API support SAP AI scenarios? Note: There are 2 correct answers to this question.

Question12: You want to assign urgency and sentiment categories to a large number of customer emails. You want to get a valid json string output for creating custom applications. You decide to develop a prompt for the same using generative Al hub.
What is the main purpose of the following code in this context?
prompt_test = """Your task is to extract and categorize messages. Here are some examples:
{{?technique_examples}}
Use the examples when extract and categorize the following message:
{{?input}}
Extract and return a json with the following keys and values:
- "urgency" as one of {{?urgency}}
- "sentiment" as one of {{?sentiment}}
"categories" list of the best matching support category tags from: {{?categories}} Your complete message should be a valid json string that can be read directly and only contains the keys mentioned in t import random random.seed(42) k = 3 examples random. sample (dev_set, k) example_template = """<example> {example_input} examples
'\n---\n'.join([example_template.format(example_input=example ["message"], example_output=json.dumps (example[ f_test = partial (send_request, prompt=prompt_test, technique_examples examples, **option_lists) response = f_test(input=mail["message"])

Question13: What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question.

Question14: What are some SAP recommendations to evaluate pricing and rate information of model usage within SAP's generative Al hub?
Note: There are 2 correct answers to this question.

Question15: What are some components of the training pipeline in SAP AI Core? Note: There are 2 correct answers to this question.

Question16: Which neural network architecture is primarily used by LLMs?

Question17: How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.

Question18: What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question.

Question19: What is the goal of prompt engineering?

Question20: Which of the following is a principle of effective prompt engineering?

Question21: Which of the following are functionalities provided by the generative-Al-hub-SDK ? Note: There are 2 correct answers to this question.

Question22: What are some examples of generative Al technologies? Note: There are 2 correct answers to this question.

Question23: What contract type does SAP offer for Al ecosystem partner solutions?

Question24: Which of the following steps must be performed to deploy LLMs in the generative Al hub?

Question25: 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.

Question26: What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note: There are 2 correct answers to this question.

Question27: How do resource groups in SAP AI Core improve the management of machine learning workloads? Note: There are 2 correct answers to this question.

Question28: What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note: There are 2 correct answers to this question.