Practice Free AIF-C01 Exam Online Questions
A company is developing an AI solution to help make hiring decisions.
Which strategy complies with AWS guidance for responsible AI?
- A . Use the AI solution to make final hiring decisions without human review.
- B . Train the AI solution exclusively on data from previous successful hires.
- C . Test the AI solution to ensure that it does not discriminate against any protected groups.
- D . Keep the AI decision-making process confidential to maintain a competitive advantage.
A financial institution is using Amazon Bedrock to develop an AI application. The application is hosted in a VPC. To meet regulatory compliance standards, the VPC is not allowed access to any internet traffic.
Which AWS service or feature will meet these requirements?
- A . AWS PrivateLink
- B . Amazon Macie
- C . Amazon CloudFront
- D . Internet gateway
Which term refers to the Instructions given to foundation models (FMs) so that the FMs provide a more accurate response to a question?
- A . Prompt
- B . Direction
- C . Dialog
- D . Translation
A company is developing an ML model to predict customer churn.
Which evaluation metric will assess the model’s performance on a binary classification task such as predicting chum?
- A . F1 score
- B . Mean squared error (MSE)
- C . R-squared
- D . Time used to train the model
A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis.
The company needs the LLM to produce more consistent responses to the same input prompt.
Which adjustment to an inference parameter should the company make to meet these requirements?
- A . Decrease the temperature value
- B . Increase the temperature value
- C . Decrease the length of output tokens
- D . Increase the maximum generation length
An ecommerce company is developing an AI application that categorizes product images and extracts specifications. The application will use a high-quality labeled dataset to customize a foundation model (FM) to generate accurate responses.
Which ML technique will meet these requirements by using Amazon Bedrock?
- A . Apply continued pre-training
- B . Create an agent
- C . Perform fine-tuning
- D . Develop prompt engineering
A company is building an AI application to automate business processes. The company uses a foundation model (FM) to support the application.
The company needs to select datasets to assess the quality of the AI model’s behavior.
Which type of datasets will meet these requirements?
- A . Curated datasets that have had all outliers and correlations removed
- B . Synthetic datasets that have been generated by the newest FM
- C . Diverse datasets that cover various use cases and usage scenarios
- D . Randomized datasets that have arbitrary features and skewed distributions
Which term is the speed at which a pre-trained foundation model (FM) processes requests and delivers output?
- A . Model size
- B . Inference latency
- C . Context window
- D . Fine-tuning
Which statement describes a generative AI use case for multimodal models?
- A . Deploy multiple scalable and cost-effective versions of a model.
- B . Process large amounts of data to train multiple models.
- C . Write code in multiple programming languages.
- D . Process different data types, such as images, audio, and videos.
A hospital is developing an AI system to assist doctors in diagnosing diseases based on patient records and medical images. To comply with regulations, the sensitive patient data must not leave the country the data is located in.
Which data governance strategy will ensure compliance and protect patient privacy?
- A . Data residency
- B . Data quality
- C . Data discoverability
- D . Data enrichment