Free Amazon AIF-C01 Exam Dumps Questions & Answers

A financial company is training a generative AI model to predict outcomes of loan applications. The training dataset is small. The dataset categorizes loan applicants as " younger-aged, " " middle-aged, " or " older-aged.
" Most individuals in the dataset are characterized as " middle-aged. " The company removes the age range feature from the training dataset.
Which model behavior will likely happen as a result of this change to the dataset?

• A.  The model will inaccurately predict outcomes for younger and older age groups.
• B.  The model will require less training data.
• C.  The model will predict accurate outcomes for only younger age groups.
• D.  The model will accurately predict outcomes for all ages.

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 labeling workforce. Which AWS service or feature meets these requirements?

• A.  Amazon SageMaker Data Wrangler
• B.  Amazon Macie
• C.  Amazon SageMaker Ground Truth Plus
• D.  Amazon Transcribe

An AI practitioner is using an Amazon SageMaker notebook to train an ML prediction model for fraud detection. The company wants the model to be accurate for an unseen dataset.
Which two characteristics does the AI practitioner want the model to have?

• A.  Low variance / high bias
• B.  High variance / high bias
• C.  Low variance / low bias
• D.  High variance / low bias

A financial company is developing a fraud detection system that flags potential fraud cases in credit card transactions. Employees will evaluate the flagged fraud cases. The company wants to minimize the amount of time the employees spend reviewing flagged fraud cases that are not actually fraudulent.
Which evaluation metric meets these requirements?

• A.  Lift chart
• B.  Accuracy
• C.  Precision
• D.  Recall

A company is exploring Amazon Nova models in Amazon Bedrock. The company needs a multimodal model that supports multiple languages.

• A.  Nova Canvas
• B.  Nova Reel
• C.  Nova Lite
• D.  Nova Pro