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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q76-Q81):

NEW QUESTION # 76
An AI practitioner wants to use a foundation model (FM) to design a search application. The search application must handle queries that have text and images.
Which type of FM should the AI practitioner use to power the search application?

A. Image generation model
B. Text embedding model
C. Multi-modal embedding model
D. Multi-modal generation model

Answer: C

NEW QUESTION # 77
A company is using the Generative AI Security Scoping Matrix to assess security responsibilities for its solutions. The company has identified four different solution scopes based on the matrix.
Which solution scope gives the company the MOST ownership of security responsibilities?

A. Refining an existing third-party generative AI foundation model (FM) by fine-tuning the model by using data specific to the business.
B. Building and training a generative AI model from scratch by using specific data that a customer owns.
C. Using a third-party enterprise application that has embedded generative AI features.
D. Building an application by using an existing third-party generative AI foundation model (FM).

Answer: B

NEW QUESTION # 78
Which option is a benefit of ongoing pre-training when fine-tuning a foundation model (FM)?

A. Improves model performance over time
B. Optimizes model inference time
C. Helps decrease the model's complexity
D. Decreases the training time requirement

Answer: A

NEW QUESTION # 79
A company is building an ML model to analyze archived data. The company must perform inference on large datasets that are multiple GBs in size. The company does not need to access the model predictions immediately.
Which Amazon SageMaker inference option will meet these requirements?

A. Batch transform
B. Serverless inference
C. Real-time inference
D. Asynchronous inference

Answer: A

Explanation:
I'll continue with more questions shortly. Stay tuned!

NEW QUESTION # 80
A company wants to use AI to protect its application from threats. The AI solution needs to check if an IP address is from a suspicious source.
Which solution meets these requirements?

A. Create a fraud forecasting system.
B. Develop an anomaly detection system.
C. Build a speech recognition system.
D. Create a natural language processing (NLP) named entity recognition system.

Answer: B

NEW QUESTION # 81
......

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