AI-102 (Set 1 of 2)
Comprehensive Questions and
Solutions Graded A+
What are the pillars of artificial intelligence? - Answer: Data Science and Machine Learning
Which resource should be provisioned that will aggregate billing for multiple AI services? -
Answer: Azure AI Service Resource
Tool used to estimate costs for Azure AI services - Answer: Azure Pricing Calculator
Where in the resource configuration can user configure retention of logs for different log levels?
- Answer: Diagnostics Settings blade
When should you host Azure AI services on premise as containers? - Answer: When you are
planning to use sensitive on-premises data
What must be specified when deploying AAIS container image to host? - Answer: Resource key,
endpoint, and EULA acceptance
What capability is NOT provided by Azure AI Language service? - Answer: Key-Value pair
extraction
How many languages does language detection support? - Answer: 120
, How many documents can be submitted per language detection request? - Answer: 1000
What feature of Azure AI Language service is used to disambiguate entities of the same name
by referencing article in knowledge base. - Answer: Entity Linking
What AI service is used to monitor comments on your company's website and flag any negative
posts? - Answer: Azure Language AI
What online tool allows for creation of QNA pairs? - Answer: Language Studio
How can you add a multi-turn context for a question in an existing knowledge base? - Answer:
Add a follow-up question
What considerations are used for data selection in model training? - Answer: Diversity,
distribution, accuracy
What considerations are used for labeling data in model training? - Answer: Consistency,
precision, completeness
Explain the situation in machine learning where precision is low by recall is high - Answer: The
model recognizes the entities well but does not label them correctly
Explain the situation where precision is high but recall is low - Answer: The model labels the
entities correctly but doesn't always recognize entities
Which capability is NOT part of Azure AI Speech Service? - Answer: Sentiment Analysis
Comprehensive Questions and
Solutions Graded A+
What are the pillars of artificial intelligence? - Answer: Data Science and Machine Learning
Which resource should be provisioned that will aggregate billing for multiple AI services? -
Answer: Azure AI Service Resource
Tool used to estimate costs for Azure AI services - Answer: Azure Pricing Calculator
Where in the resource configuration can user configure retention of logs for different log levels?
- Answer: Diagnostics Settings blade
When should you host Azure AI services on premise as containers? - Answer: When you are
planning to use sensitive on-premises data
What must be specified when deploying AAIS container image to host? - Answer: Resource key,
endpoint, and EULA acceptance
What capability is NOT provided by Azure AI Language service? - Answer: Key-Value pair
extraction
How many languages does language detection support? - Answer: 120
, How many documents can be submitted per language detection request? - Answer: 1000
What feature of Azure AI Language service is used to disambiguate entities of the same name
by referencing article in knowledge base. - Answer: Entity Linking
What AI service is used to monitor comments on your company's website and flag any negative
posts? - Answer: Azure Language AI
What online tool allows for creation of QNA pairs? - Answer: Language Studio
How can you add a multi-turn context for a question in an existing knowledge base? - Answer:
Add a follow-up question
What considerations are used for data selection in model training? - Answer: Diversity,
distribution, accuracy
What considerations are used for labeling data in model training? - Answer: Consistency,
precision, completeness
Explain the situation in machine learning where precision is low by recall is high - Answer: The
model recognizes the entities well but does not label them correctly
Explain the situation where precision is high but recall is low - Answer: The model labels the
entities correctly but doesn't always recognize entities
Which capability is NOT part of Azure AI Speech Service? - Answer: Sentiment Analysis
