The AWS Certified AI Practitioner (AIF-C01) exam validates your ability to understand and use AI services on AWS. It is ideal for individuals looking to demonstrate their knowledge of AI concepts and AWS services.
You are configuring a Lambda function with asynchronous invocation. What happens to failed invocations?
AThey are retried automatically.
BThey are logged in CloudWatch.
CThey are sent to S3.
DThey terminate the Lambda function.
Explanation
Failed asynchronous invocations are retried automatically by AWS.
Q202
A company needs to analyze large datasets stored in S3. Which service should they use?
AAmazon Redshift
BAmazon CloudFront
CAWS Lambda
DAmazon RDS
Explanation
Amazon Redshift is optimized for large-scale data analysis, while others serve different purposes like caching or relational databases.
Q203
What happens when an IAM policy denies a specific action?
AAction is granted only to admins
BAction is denied regardless of allow rules
CAction is granted to all users
DAction is ignored in the policy
Explanation
Deny rules take precedence over allow rules in IAM policies.
Q204
You are configuring an Amazon SageMaker endpoint. How can you ensure high availability?
AUse a single instance type
BDeploy across multiple availability zones
COnly enable automatic scaling
DLimit to one SageMaker model
Explanation
Deploying across multiple availability zones ensures higher availability, unlike the other options which can create a single point of failure.
Q205
Which service is best for serverless computing?
AAWS Lambda
BAmazon EC2
CAmazon RDS
DAmazon S3
Explanation
AWS Lambda allows event-driven serverless computing, while the others require server management.
Q206
A company needs to analyze large datasets quickly. Which AWS service should they use?
AAmazon Athena
BAWS Lambda
CAmazon RDS
DAWS Snowball
Explanation
Amazon Athena queries data on S3 using SQL; others are less suitable for large analytics operations.
Q207
You are configuring a machine learning model in SageMaker. What do you specify to define the algorithm's learning process?
ADocker Container
BTraining job
CModel endpoint
DDeployment target
Explanation
The training job defines all aspects of the learning process; the other options are relevant but not primary for defining learning.
Q208
Which service is best for real-time data streaming?
AAmazon Kinesis
BAmazon RDS
CAWS Lambda
DAmazon S3
Explanation
Amazon Kinesis specializes in real-time data streaming; others are not designed for that purpose.
Q209
A company needs to allow users to authenticate using multiple factors. Which AWS service should they implement?
AAWS IAM
BAmazon Cognito
CAWS Directory Service
DAWS CloudTrail
Explanation
Amazon Cognito supports multi-factor authentication; others do not specifically focus on it.
Q210
What happens when an AWS Lambda function hits its timeout limit?
AFunction throws an error
BFunction continues until complete
CExecution is stopped
DFunction retries automatically
Explanation
Execution is stopped when the Lambda timeout limit is reached; the other options are incorrect behaviors for Lambda timeouts.