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AIF-C01 AWS Certified AI Practitioner Exam is now Stable and With Pass Result | Test Your Knowledge for Free

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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

Last Update 3 days ago
Total Questions : 371

Dive into our fully updated and stable AIF-C01 practice test platform, featuring all the latest AWS Certified AI Practitioner exam questions added this week. Our preparation tool is more than just a Amazon Web Services study aid; it's a strategic advantage.

Our free AWS Certified AI Practitioner practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about AIF-C01. Use this test to pinpoint which areas you need to focus your study on.

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Question # 21

A company uses an open-source pre-trained model to analyze user sentiment for a newly released product.

Which action must the company perform, according to MLOps best practices?

Options:

A.  

Use deep learning to perform hyperparameter tuning.

B.  

Collect user reviews and label each review as positive or negative.

C.  

Continuously monitor outputs in production.

D.  

Perform feature engineering on the input dataset.

Discussion 0
Question # 22

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 ensure that the LLMs follow standard safety rules when creating applications.

Which solution will meet these requirements with the LEAST effort?

Options:

A.  

Amazon Bedrock playgrounds

B.  

Amazon SageMaker Clarify

C.  

Amazon Bedrock Guardrails

D.  

Amazon SageMaker JumpStart

Discussion 0
Question # 23

An AI practitioner is writing software code. The AI practitioner wants to quickly develop a test case and create documentation for the code.

Options:

A.  

Upload the code to an online coding assistant.

B.  

Develop an application to use foundation models (FMs).

C.  

Use Amazon Q Developer in an integrated development environment (IDE).

D.  

Research and write test cases. Then, create test cases and add documentation.

Discussion 0
Question # 24

A company has a generative AI application that uses a pre-trained foundation model (FM) on Amazon Bedrock. The company wants the FM to include more context by using company information.

Which solution meets these requirements MOST cost-effectively?

Options:

A.  

Use Amazon Bedrock Knowledge Bases.

B.  

Choose a different FM on Amazon Bedrock.

C.  

Use Amazon Bedrock Agents.

D.  

Deploy a custom model on Amazon Bedrock.

Discussion 0
Question # 25

A company is building a customer service chatbot. The company wants the chatbot to improve its responses by learning from past interactions and online resources.

Which AI learning strategy provides this self-improvement capability?

Options:

A.  

Supervised learning with a manually curated dataset of good responses and bad responses

B.  

Reinforcement learning with rewards for positive customer feedback

C.  

Unsupervised learning to find clusters of similar customer inquiries

D.  

Supervised learning with a continuously updated FAQ database

Discussion 0
Question # 26

A company wants to use a pre-trained generative AI model to generate content for its marketing campaigns. The company needs to ensure that the generated content aligns with the company ' s brand voice and messaging requirements.

Which solution meets these requirements?

Options:

A.  

Optimize the model ' s architecture and hyperparameters to improve the model ' s overall performance.

B.  

Increase the model ' s complexity by adding more layers to the model ' s architecture.

C.  

Create effective prompts that provide clear instructions and context to guide the model ' s generation.

D.  

Select a large, diverse dataset to pre-train a new generative model.

Discussion 0
Question # 27

A company is creating a model to label credit card transactions. The company has a large volume of sample transaction data to train the model. Most of the transaction data is unlabeled. The data does not contain confidential information. The company needs to obtain labeled sample data to fine-tune the model.

Options:

A.  

Run batch inference jobs on the unlabeled data

B.  

Run an Amazon SageMaker AI training job that uses the PyTorch Distributed library to label data

C.  

Use an Amazon SageMaker Ground Truth labeling job with Amazon Mechanical Turk workers

D.  

Use an optical character recognition model trained on labeled samples to label unlabeled samples

E.  

Run an Amazon SageMaker AI labeling job

Discussion 0
Question # 28

A company makes forecasts each quarter to decide how to optimize operations to meet expected demand. The company uses ML models to make these forecasts.

An AI practitioner is writing a report about the trained ML models to provide transparency and explainability to company stakeholders.

What should the AI practitioner include in the report to meet the transparency and explainability requirements?

Options:

A.  

Code for model training

B.  

Partial dependence plots (PDPs)

C.  

Sample data for training

D.  

Model convergence tables

Discussion 0
Question # 29

Which term is the speed at which a pre-trained foundation model (FM) processes requests and delivers output?

Options:

A.  

Model size

B.  

Inference latency

C.  

Context window

D.  

Fine-tuning

Discussion 0
Question # 30

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 help with similarity searches and nearest neighbor queries.

Which AWS service meets these requirements?

Options:

A.  

Amazon Comprehend

B.  

Amazon Personalize

C.  

Amazon Polly

D.  

Amazon OpenSearch Service

Discussion 0
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