The correct command is `az cognitiveservices account recover --name myTextAnalytics --resource-group <rg> --location eastus`. This command is the only Azure CLI option designed to restore a soft-deleted Cognitive Services account within the 90-day retention period, as it explicitly targets the recovery of the resource by requiring the account name, resource group, and location to rehydrate the metadata and data from the soft-deleted state. On the Microsoft Azure AI Engineer Associate AI-102 exam, this scenario tests your understanding of soft-delete protection for Cognitive Services, where deleted accounts are not permanently removed until the retention window expires; a common trap is attempting to use `az resource create` or `az cognitiveservices account create` with the same name, which will fail because the soft-deleted account still exists in the system. To remember this, think of the mnemonic "Recover Requires RG and Location" — the command name itself, `recover`, is the key differentiator from creation or restoration of other resource types.
AI-102 Plan and manage an Azure AI solution Practice Question
This AI-102 practice question tests your understanding of plan and manage an azure ai solution. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Network Topology
Refer to the exhibit. You run the Azure CLI command to list deleted cognitive services accounts. You need to recover the 'myTextAnalytics' account. Which command should you use?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "which command"
Why it matters: Tests specific CLI syntax. Recall the exact command and its required context — near-synonyms and partial matches are common distractors.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
az cognitiveservices account recover --name myTextAnalytics --resource-group <rg> --location eastus
Option C is correct because the Azure CLI command `az cognitiveservices account recover` is specifically designed to restore a soft-deleted Cognitive Services account within the 90-day retention period. The command requires the account name, resource group, and location to identify the deleted resource for recovery.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
This would fail because the name still exists in soft-deleted state.
✗
az cognitiveservices account restore --name myTextAnalytics --resource-group <rg> --location eastus
Why it's wrong here
'restore' is not a valid command for cognitive services.
✓
az cognitiveservices account recover --name myTextAnalytics --resource-group <rg> --location eastus
Why this is correct
The 'recover' command restores a soft-deleted account.
Clue confirmation
The clue word "which command" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
az cognitiveservices account undelete --name myTextAnalytics --resource-group <rg> --location eastus
Why it's wrong here
'undelete' is not a valid command.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may confuse the Azure CLI verb 'recover' with 'restore' or 'undelete' from other Azure services (e.g., Azure SQL Database uses 'restore', Azure Storage uses 'undelete'), leading them to pick a non-existent or incorrect command for Cognitive Services recovery.
Trap categories for this question
Command / output trap
'restore' is not a valid command for cognitive services.
Detailed technical explanation
How to think about this question
Soft-delete for Azure Cognitive Services accounts retains the deleted resource for 90 days, during which the account name remains reserved and the resource can be recovered with its original configuration, including keys and endpoints. The `az cognitiveservices account recover` command interacts with the Azure Resource Manager API to restore the resource from the soft-deleted state, requiring the same location as the original deployment to succeed.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Plan and manage an Azure AI solution — This question tests Plan and manage an Azure AI solution — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: az cognitiveservices account recover --name myTextAnalytics --resource-group <rg> --location eastus — Option C is correct because the Azure CLI command `az cognitiveservices account recover` is specifically designed to restore a soft-deleted Cognitive Services account within the 90-day retention period. The command requires the account name, resource group, and location to identify the deleted resource for recovery.
What should I do if I get this AI-102 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "which command". Tests specific CLI syntax. Recall the exact command and its required context — near-synonyms and partial matches are common distractors.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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