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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

Last Update 10 hours ago
Total Questions : 365

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Question # 41

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 threshold over time.

Which AWS service meets these requirements?

Options:

A.  

Amazon Personalize

B.  

Amazon Augmented AI (Amazon A2I)

C.  

Amazon Inspector

D.  

AWS Audit Manager

Discussion 0
Question # 42

An AI company periodically evaluates its systems and processes with the help of independent software vendors (ISVs). The company needs to receive email message notifications when an ISV's compliance reports become available.

Which AWS service meets this requirement?

Options:

A.  

AWS Audit Manager

B.  

AWS Artifact

C.  

AWS Trusted Advisor

D.  

AWS Data Exchange

Discussion 0
Question # 43

Which technique involves training AI models on labeled datasets to adapt the models to specific industry terminology and requirements?

Options:

A.  

Data augmentation

B.  

Fine-tuning

C.  

Model quantization

D.  

Continuous pre-training

Discussion 0
Question # 44

An AI practitioner has built a deep learning model to classify the types of materials in images. The AI practitioner now wants to measure the model performance.

Which metric will help the AI practitioner evaluate the performance of the model?

Options:

A.  

Confusion matrix

B.  

Correlation matrix

C.  

R2 score

D.  

Mean squared error (MSE)

Discussion 0
Question # 45

A company has a large amount of unlabeled data. The company wants to group the data based on feature similarities.

Which algorithm will meet this requirement?

Options:

A.  

XGBoost

B.  

K-means

C.  

DeepAR forecasting

D.  

Linear learner

Discussion 0
Question # 46

A company is developing a new image classification model by using a dataset of photos. The dataset must follow the AWS principles of responsible AI.

Which characteristics should the dataset have to meet this requirement?

Options:

A.  

The dataset should be diverse, sourced from reputable sources, and have balanced categories.

B.  

The dataset should contain over 5 million photos, and 1% of photos should be labeled.

C.  

The dataset should include photos from a limited source.

D.  

The dataset should be curated entirely by the company's own engineers and researchers.

Discussion 0
Question # 47

A company needs to share a dataset with a third-party provider. The provider will use the dataset to create an ML model. Some fields in the dataset contain personally identifiable information (PII). The company needs a solution to share this dataset without exposing PII.

Which solution will meet these requirements?

Options:

A.  

Apply data masking to all fields in the dataset.

B.  

Apply data masking to the fields that contain PII in the dataset.

C.  

Apply data encryption to all fields in the dataset.

D.  

Apply data labeling to the fields that contain PII in the dataset.

Discussion 0
Question # 48

A company wants to classify human genes into 20 categories based on gene characteristics. The company needs an ML algorithm to document how the inner mechanism of the model affects the output.

Which ML algorithm meets these requirements?

Options:

A.  

Decision trees

B.  

Linear regression

C.  

Logistic regression

D.  

Neural networks

Discussion 0
Question # 49

A company has developed a generative text summarization application by using Amazon Bedrock. The company will use Amazon Bedrock automatic model evaluation capabilities.

Which metric should the company use to evaluate the accuracy of the model?

Options:

A.  

Area Under the ROC Curve (AUC) score

B.  

F1 score

C.  

BERT Score

D.  

Real World Knowledge (RWK) score

Discussion 0
Question # 50

Which THREE of the following principles of responsible AI are most critical to this scenario? (Choose 3)

* Explainability

* Fairness

* Privacy and security

* Robustness

* Safety

Question # 50

Options:

Discussion 0
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