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ITIL AIOps-Foundation Practice Test - Questions Answers, Page 2
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Question 11
Data that does not have a predefined structure or format and is usually in the form of text-heavy content is usually described as:
Structured data
Unstructured data
Semi-structured data
Time-series data
Question 12
At which stage does the data pipeline deduplicate data?
Extraction/collection
Enrichment/filtering
Cleaning/integration
Storage
Question 13
Which of the MELT data types is specific to a microservices based system?
Metrics
Events
Logs
Traces
Question 14
Which definition BEST describes Big Data?
Data sets of structured data that have grown over time
Data sets that are so large they can only be interrogated using Al
Data sets that live in data warehouses or lakes
Data sets that are 'too large' or diverse causing traditional data processing techniques to be ineffective
Question 15
Which of these data comes from monitoring rather than application or infrastructure telemetry?
Metrics
Logs
Alerts
Traces
Question 16
Which of the 5Vs is concerned with data quality, missing data or false positive alerts?
Volume
Velocity
Value
Veracity
Question 17
Which of the following describes MLOps?
Applying artificial intelligence to IT Operations
Implementing CI/CD. testing and accelerated development lifecycle to the machine learning model development
Software that thinks like a human through analysis and reasoning to perform complex tasks
A set of capabilities that primarily focuses on the governance and the full life cycle management of all Al and decision models
Question 18
Which of the following is a characteristic of Machine Learning?
Requires explicit programming to learn
A superset of Al
Uses small amounts of historical data to generate accurate inferences or prediction
Gradually improves accuracy through iterative optimization
Question 19
Which algorithm Type is helpful in categorizing data in a supervised learning model?
Regression
Classification
Clustering
Association
Question 20
What is a big advantage of AlOps over ITOA?
It works with large datasets
It can understand the past
It can predict the future
It helps operations be reactive
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