Amazon AIF-C01 Practice Exams
Last updated on Oct 21,2026- Exam Code: AIF-C01
- Exam Name: AWS Certified AI Practitioner
- Certification Provider: Amazon
- Latest update: Oct 21,2026
A company needs to build its own large language model (LLM) based on only the company’s private data. The company is concerned about the environmental effect of the training process.
Which Amazon EC2 instance type has the LEAST environmental effect when training LLMs?
- A . Amazon EC2 C series
- B . Amazon EC2 G series
- C . Amazon EC2 P series
- D . Amazon EC2 Trn series
A company has a foundation model (FM) that was customized by using Amazon Bedrock to answer customer queries about products. The company wants to validate the model’s responses to new types of queries. The company needs to upload a new dataset that Amazon Bedrock can use for validation.
Which AWS service meets these requirements?
- A . Amazon S3
- B . Amazon Elastic Block Store (Amazon EBS)
- C . Amazon Elastic File System (Amazon EFS)
- D . AWS Snowcone
A company wants to use a large language model (LLM) to develop a conversational agent. The company needs to prevent the LLM from being manipulated with common prompt engineering techniques to perform undesirable actions or expose sensitive information.
Which action will reduce these risks?
- A . Create a prompt template that teaches the LLM to detect attack patterns.
- B . Increase the temperature parameter on invocation requests to the LLM.
- C . Avoid using LLMs that are not listed in Amazon SageMaker.
- D . Decrease the number of input tokens on invocations of the LLM.
A company wants to use large language models (LLMs) with Amazon Bedrock to develop a chat interface for the company’s product manuals. The manuals are stored as PDF files.
Which solution meets these requirements MOST cost-effectively?
- A . Use prompt engineering to add one PDF file as context to the user prompt when the prompt is submitted to Amazon Bedrock.
- B . Use prompt engineering to add all the PDF files as context to the user prompt when the prompt is submitted to Amazon Bedrock.
- C . Use all the PDF documents to fine-tune a model with Amazon Bedrock. Use the fine-tuned model to process user prompts.
- D . Upload PDF documents to an Amazon Bedrock knowledge base. Use the knowledge base to provide context when users submit prompts to Amazon Bedrock.
A company wants to assess the costs that are associated with using a large language model (LLM) to generate inferences. The company wants to use Amazon Bedrock to build generative AI applications.
Which factor will drive the inference costs?
- A . Number of tokens consumed
- B . Temperature value
- C . Amount of data used to train the LLM
- D . Total training time
A company is building a solution to generate images for protective eyewear. The solution must have high accuracy and must minimize the risk of incorrect annotations.
Which solution will meet these requirements?
- A . Human-in-the-loop validation by using Amazon SageMaker Ground Truth Plus
- B . Data augmentation by using an Amazon Bedrock knowledge base
- C . Image recognition by using Amazon Rekognition
- D . Data summarization by using Amazon QuickSight