AIF-C01 Exam Questions

A news agency publishes articles in English. The agency wants to make articles available in other languages. Which solution meets these requirements?

A bank is building a chatbot to answer customer questions about opening a bank account. The chatbot will use public bank documents to generate responses. The company will use Amazo...

A documentary filmmaker wants to reach more viewers. The filmmaker wants to automatically add subtitles and voice-overs in multiple languages to their films. Which combination of s...

A company wants to create a chatbot to answer employee questions about company policies. Company policies are updated frequently. The chatbot must reflect the changes in near real...

A company is using supervised learning to train an AI model on a small labeled dataset that is specific to a target task. Which step of the foundation model (FM) lifecycle does thi...

A company is introducing a new feature for its application. The feature will refine the style of output messages. The company will fine-tune a large language model (LLM) on Amazon...

A healthcare company is building an AI solution to predict patient readmission within 30 days of patient discharge. The company has trained a model on historical patient data inclu...

A financial company wants to build workflows for human review of ML predictions. The company wants to define confidence thresholds for its use case and adjust the thresholds over t...

A company wants to develop an AI assistant for employees to query internal data. Which AWS service will meet this requirement?

A company wants to build and deploy ML models on AWS without writing any code. Which AWS service or feature meets these requirements?

A design company is using a foundation model (FM) on Amazon Bedrock to generate images for various projects. The company wants to have control over how detailed or abstract each ge...

A financial company has offices in different countries worldwide. The company requires that all API calls between generative AI applications and foundation models (FM) must not tra...

A company wants to learn about generative AI applications in an experimental environment. Which solution will meet this requirement MOST cost-effectively?

A company needs to collect a large dataset to train an AI assistant in a specific content area. Which dataset will meet this requirement?

A financial company is developing a generative AI application for loan approval decisions. The company needs the application output to be responsible and fair. Which solution meets...

An AI practitioner who has minimal ML knowledge wants to predict employee attrition without writing code. Which Amazon SageMaker feature meets this requirement?

A company is using AI to improve its services. The company needs to ensure that the AI system is fair and explainable. The company wants to require training for members of the AI s...

A company has an ML model. The company wants to know how the model makes predictions. Which term refers to understanding model predictions?

A company wants to identify groups for its customers based on the customers' demographics and buying patterns. Which algorithm should the company use to meet this requirement?

A company is working on a large language model (LLM) and noticed that the LLM's outputs are not as diverse as expected. Which parameter should the company adjust?

A company is using an Amazon Nova Canvas model to generate images. The model generates images successfully. The company needs to prevent the model from including specific items in...

A company wants to label training datasets by using human feedback to fine-tune a foundation model (FM). The company does not want to develop labeling applications or manage a labe...

An online media streaming company wants to give its customers the ability to perform natural language-based image search and filtering. The company needs a vector database that can...

A company is building a generative AI tool. The company will use internal documents to customize a foundation model (FM). Which approach will meet this requirement?

A company is monitoring a predictive model by using Amazon SageMaker Model Monitor. The company notices data drift beyond a defined threshold. The company wants to mitigate a poten...

A financial company uses a generative AI model to assign credit limits to new customers. The company wants to make the decision-making process of the model more transparent to its...

Which option is an example of unsupervised learning?

A company is evaluating several large language models (LLMs) for a text summarization task. The company needs to select a metric to evaluate the quality of the summaries that the L...

A research group wants to test different generative AI models to create research papers. The research group has defined a prompt and needs a method to assess the models' output. Th...

An AI practitioner wants to evaluate ML models. The AI practitioner wants to provide explanations of model predictions to customers and stakeholders. Which AWS service or feature w...

Sentiment analysis is a subset of which broader field of AI?

A company wants to set up private access to Amazon Bedrock APIs from the company's AWS account. The company also wants to protect its data from internet exposure. Which solution me...

A company receives a large amount of unstructured user feedback in text format. The company wants to analyze the sentiment of the user feedback. Which solution will meet these requ...

A company wants to create an AI solution to generate images and descriptions for a product catalog. The company needs to select a foundation model (FM) for this solution. The compa...

A company wants to use an ML model to analyze customer reviews on social media. The model must determine if each review has a neutral, positive, or negative sentiment. Which model...

Which option is an example of unsupervised learning?

An online learning company with large volumes of education materials wants to use enterprise search. Which AWS service meets these requirements?

A company creates video content. The company wants to use generative AI to generate new creative content and to reduce video creation time. Which solution will meet these requireme...

A company is training ML models on datasets. The datasets contain some classes that have more examples than other classes. The company wants to measure how well the model balances...

A company is analyzing financial transaction records. The company categorizes the records as either personal or business. The company inserts the categories into the transaction re...

A company wants to extract key insights from large policy documents to increase employee efficiency. Which generative AI strategy meets this requirement?

A company is using Amazon SageMaker to deploy a model that identifies if social media posts contain certain topics. The company needs to show how different input features influence...

A company wants to assess internet quality in remote areas of the world. The company needs to collect internet speed data and store the data in Amazon RDS. The company will analyze...

A company wants to build an ML model to detect abnormal patterns in sensor data. The company does not have labeled data for training. Which ML method will meet these requirements?

A company uses Amazon Bedrock to implement a generative AI assistant on a website. The AI assistant helps customers with product recommendations and purchasing decisions. The compa...

Which AWS service or feature stores embeddings in a vector database for use with foundation models (FMs) and Retrieval Augmented Generation (RAG)?

A company is using Amazon Bedrock for a generative AI solution. The solution must integrate a service with vector database storage and vector search capabilities. Which AWS service...

A media streaming platform wants to provide movie recommendations to users based on the users' account history. Which AWS service meets these requirements?

A company has developed an ML model to approve or reject loan applications. The model's decision-making process must be transparent and explainable to comply with regulatory requir...

A company is using large language models (LLMs) to develop online tutoring applications. The company needs to apply configurable safeguards to the LLMs. These safeguards must ensur...