Salesforce Data-Con-101 Certification Exam Sample Questions

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Salesforce Data-Con-101 Sample Questions:

01. Brightwater Utilities assigns the Data Cloud Architect permission set to its data engineers so they can build data streams, mappings and identity resolution rulesets. The security office has found that the same engineers can also change general Salesforce Setup configuration. It wants that Setup access removed while the engineers keep their Data 360 build access.
What should the consultant recommend?
a) Clone the Data Cloud Architect set and remove Customize Application
b) Move the engineers to the Data Cloud User set, which has no Data Cloud Setup access
c) Build a new permission set from scratch holding only the Data 360 build permissions
d) Assign the Data Cloud Activation Manager set, which excludes Data Cloud Setup
 
02. Lindqvist Outdoor's finance lead is sizing the first-year Data 360 budget. The draft counts only the data ingested each month, but the solution design also runs identity resolution, calculated insights, segments and a data graph on that data.
What should the consultant tell the finance lead?
a) Only ingestion is metered, so processing data already in Data 360 adds no cost
b) Each of those features consumes credits, so estimate usage for every one in the design
c) Switch the sources to zero copy federation so the design consumes no credits
d) Cost follows the number of users given Data 360 permission sets, not the features they use
 
03. Tidewater Telecom activates a segment to Marketing Cloud Engagement for SMS and WhatsApp sends. Many phone contact points carry country values written out as names, such as United Kingdom and Deutschland, and the consultant is asked how those values should be stored for these activations.
How should the country values be formatted?
a) As international dialing prefixes, such as +44
b) As full English country names
c) As ISO 3166 two-letter codes
d) As ISO 3166 three-letter codes, such as GBR
 
04. Glenmore Insurance has a sandbox replicated from production. Testers find that the cart-abandonment data action never sends to its webhook data action target, and the streaming data transform that cleans web orders writes nothing. Both components appear in the sandbox, and the testers need them working to complete the test cycle.
What should the consultant do?
a) Keep the data action target inactive in the sandbox to protect live production systems
b) Turn on acceleration for the transform's source object so that the transform can begin processing
c) Wait for identity resolution to run in the sandbox, which starts the transform when complete
d) Explicitly activate the replicated data action target and streaming transform in the sandbox
 
05. Quillon Rail ingests railcar inspection results, with inspector, axle readings and defect codes, into a DLO. The consultant has reviewed the Customer 360 Data Model and found no standard DMO that fits this data, and the client's architect has supplied a CSV file describing the target schema.
What should the consultant do so the inspection data can be used in segments?
a) Map the DLO to the closest standard DMO and leave the remaining fields unmapped
b) Create a custom DMO from the CSV file and map the DLO to it
c) Build segments on the DLO directly, since mapping matters only for activation
d) Use a streaming data transform to write the inspection rows into a standard DMO
 
06. Wrenfield Insurance's first identity resolution run processed 64,000 source individual profiles and produced 48,000 unified individuals. The steering committee asks for the consolidation rate and how it would move if the team adds a well-designed match rule for party identifiers.
What should the consultant report?
a) 75%, and adding the match rule would raise it
b) 25%, and adding the match rule would lower it
c) 25%, and adding the match rule would raise it
d) 33%, and adding the match rule would raise it
 
07. Beacon Credit Union federates a Databricks table into Data 360, with acceleration and incremental refresh turned on. Rows that are deleted in Databricks keep appearing in Data 360, and the team had assumed incremental refresh would remove them.
What should the consultant explain?
a) Federation supports incremental refresh, but not deleting records during it
b) Federation can't use incremental refresh, so the table is being fully reloaded
c) Deletions need a delete record flag, which incremental refresh then applies
d) Deletions flow back only through a data share target, which must be set up
 
08. Pinecrest Games captures each player's mobile Advertiser ID (IDFA or AAID) from its app. The client wants identity resolution to link a player's activity across sessions on the same device to their individual profile.
How should the consultant model the data for device matching?
a) Store each player's Advertiser ID on Contact Point Phone and match it with Exact Normalized
b) Store the Advertiser ID on Contact Point Address and relate it through Party
c) Use the Advertiser ID as a key qualifier on the app's DLO
d) Use the Device object's Advertiser ID, related to Individual through Contact Point App
 
09. Kestrel Pharmacy Supply, based in Sydney, places a new inventory file in its Amazon S3 bucket at 06:00 Sydney time every morning. An admin is creating a daily schedule for the S3 data stream and wants each run to pick up that morning's file.
How should the consultant advise the admin to set the run time?
a) Enter a time shortly after 06:00 Sydney time, since stream schedules follow the org's default time zone
b) Convert 06:00 Sydney time to UTC and schedule the daily run shortly after that point
c) Enter a time shortly after 06:00 in the time zone of the user who creates the stream
d) Leave the time unset and rely on Upsert mode to ingest the file as soon as it lands
 
10. Rookwood Energy wants to clean its ingested meter-reading data before mapping it. One cleaning step keeps a reading only if it exceeds that meter's average, and the developer can express it only with a subquery. The team had planned to build every step as a streaming data transform.
Where should the consultant put this step?
a) In a batch data transform, since streaming transform SQL doesn't support subqueries
b) In the streaming transform itself, which can run subqueries on each record as it arrives
c) In a Data Cloud-triggered flow that starts as each reading lands
d) In a calculated insight whose output is mapped back into the meter DLO

Answers:

Question: 01
Answer: a		 Question: 02
Answer: b		 Question: 03
Answer: c		 Question: 04
Answer: d		 Question: 05
Answer: b
Question: 06
Answer: c		 Question: 07
Answer: a		 Question: 08
Answer: d		 Question: 09
Answer: b		 Question: 10
Answer: a

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