peoplecert aiops foundation practice test

Data that does not have a predefined structure or format and is usually in the form of text-heavy
content is usually described as:

• A. Structured data
• B. Unstructured data
• C. Semi-structured data
• D. Time-series data

At which stage does the data pipeline deduplicate data?

• A. Extraction/collection
• B. Enrichment/filtering
• C. Cleaning/integration
• D. Storage

Which of the MELT data types is specific to a microservices based system?

• A. Metrics
• B. Events
• C. Logs
• D. Traces

Which definition BEST describes Big Data?

• A. Data sets of structured data that have grown over time
• B. Data sets that are so large they can only be interrogated using Al
• C. Data sets that live in data warehouses or lakes
• D. Data sets that are "too large" or diverse causing traditional data processing techniques to be ineffective

Which of these data comes from monitoring rather than application or infrastructure telemetry?

• A. Metrics
• B. Logs
• C. Alerts
• D. Traces

Which of the 5Vs is concerned with data quality, missing data or false positive alerts?

• A. Volume
• B. Velocity
• C. Value
• D. Veracity

Which of the following describes MLOps?

• A. Applying artificial intelligence to IT Operations
• B. Implementing CI/CD. testing and accelerated development lifecycle to the machine learning model development
• C. Software that thinks like a human through analysis and reasoning to perform complex tasks
• D. A set of capabilities that primarily focuses on the governance and the full life cycle management of all Al and decision models

Which of the following is a characteristic of Machine Learning?

• A. Requires explicit programming to learn
• B. A superset of Al
• C. Uses small amounts of historical data to generate accurate inferences or prediction
• D. Gradually improves accuracy through iterative optimization

Which algorithm Type is helpful in categorizing data in a supervised learning model?

• A. Regression
• B. Classification
• C. Clustering
• D. Association

What is a big advantage of AlOps over ITOA?

• A. It works with large datasets
• B. It can understand the past
• C. It can predict the future
• D. It helps operations be reactive