P.S.JPNTestがGoogle Driveで共有している無料の2026 Salesforce AP-215ダンプ：https://drive.google.com/open?id=14mBdxdQ5gGZCx2vkYkGc0648eK8A78Ay
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| Section | Objectives |
|---|---|
| Topic 1: Marketing Use Cases and Activation | - Business reporting use cases - Campaign performance analysis - Cross-channel marketing insights |
| Topic 2: Data Modeling and Transformation | - Normalization and harmonization - Metrics and dimensions configuration - Data model structure and schema design |
| Topic 3: Data Ingestion and Integration | - Data synchronization and scheduling - Data ingestion processes - Data sources and connectors |
| Topic 4: Data Quality and Troubleshooting | - Error handling and debugging - Data validation and monitoring - Performance optimization |
| Topic 5: Analytics and Dashboarding | - Insights and reporting - Visualization best practices - Dashboard creation and configuration |
| Topic 6: Administration and Security | - Platform configuration - User roles and permissions - Data access control |
周りの多くの人は全部Salesforce AP-215資格認定試験にパースしまして、彼らはどのようにできましたか。今には、あなたにJPNTestを教えさせていただけませんか。我々社サイトのSalesforce AP-215問題庫は最新かつ最完備な勉強資料を有して、あなたに高品質のサービスを提供するのはAP-215資格認定試験の成功にとって唯一の選択です。躊躇わなくて、JPNTestサイト情報を早く了解して、あなたに試験合格を助かってあげますようにお願いいたします。
質問 # 26
An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.
The source file that was ingested can be seen below:
The client performed the below standard mapping:
As a final step, the client had created the field 'Color'. As can be seen, it is extracted from the Creative Name (after the '#' sign).
For QA purposes, you have queried a pivot table, with the following fields:
* Media Buy Key
* Media Buy Name
* In View Impressions
The final pivot is presented below:
正解：A
解説：
Given that the 'Color' field is extracted from the 'Creative Name' field and appears to be part of the creative-level data, the most logical method would be to create an EXTRACT formula and map it to a Creative custom attribute. This allows the 'Color' value to be associated directly with each creative entry. In Salesforce Marketing Cloud Intelligence, the EXTRACT formula can be used to parse and segment text strings within a field, and this process is used for harmonizing data by creating new dimensions or attributes based on existing data, which is what's described here. This answer is consistent with Salesforce Marketing Cloud Intelligence features that enable data transformation and harmonization through formulaic mapping, as per the official Salesforce documentation on data harmonization and transformation.
質問 # 27
A client provides the following two data streams:
Data Stream 1:
The client would like to use a VLOOKUP formula to calculate the Cost per Campaign Advertiser on January 1st 2020.
Which mapping options should the client apply to obtain the expected result?
正解：A
解説：
To calculate Cost per Campaign Advertiser using a VLOOKUP formula, the client needs to look up the 'Cost' from Data Stream 2 based on a matching 'Media Buy Name' in Data Stream 1. Option A shows that 'Media Buy Name' is the lookup value, which is correct. The 'Campaign Advertiser' is then linked to the 'Cost' from Data Stream 2 through the VLOOKUP formula applied to the 'Media Buy Custom Attribute 01' in Data Stream 2. This setup will correctly associate the cost with the campaign advertiser.
質問 # 28
A client has integrated data from Facebook Ads, Twitter Ads, and Google Ads in Marketing Cloud Intelligence. For each data source, the data follows a naming convention as shown below:
Facebook Ads Naming Convention - Campaign Name:
Camp|D_CampName#Market_Objective#TargetAge_TargetGender
Twitter Ads Naming Convention - Media Buy Name:
Market|TargetAge|Objective|OrderID
' Google Ads Naming Convention - Media Buy Name:
Buying Type_Market_Objective
The client wants to harmonize their data on the common fields between these two platforms (i.e. Market and Objective) using the Harmonization 'Center.
In addition to the previous details, the client provides the following data sample:
Logic specification:
If a value is not present in the Validation List, return "Not Valid"
If a value is not present in the Classification File, return "Unclassified".
If the Harmonization center is used to harmonize the above data and files, what table will show the final output?
正解：D
解説：
The correct table would be Option B.
The harmonization process would identify the 'Market' from the campaign or media buy name based on the delimiter and position rules specified in the naming conventions. The harmonized 'Market' would then be matched against the classification file and validation list. If a value does not match the validation list, it would return 'Not Valid', and if it's not present in the classification file, it would return 'Unclassified'. Option B is the only table showing the 'Not Valid' category which aligns with the logic specification provided.
質問 # 29
A client created a new KPI: CPS (Cost per Sign-up).
The new KIP is mapped within the data stream mapping, and is populated with the following logic: (Media Cost) / Sign-ups) As can be seen in the table below, CPS was created twice and was set with two different aggregations:
From looking at the table, what are the aggregation settings for each one of the newly created KPIs?
正解：A
解説：
The KPI CPS (Cost per Sign-up) would be calculated by dividing the 'Media Cost' by 'Sign-ups'. The table indicates that CPS is set with two different aggregations. In option C, CPS #1 is set to 'AUTO', which allows the system to decide the best aggregation method based on the context. CPS #2 is set to 'SUM', which indicates that the individual costs per sign-up are summed up across multiple records to provide a total cost per sign-up.
質問 # 30
An implementation engineer is requested to integrate the following files:
File A:
File B:
The client would like to link the two files in order to view the two KPIS (Tasks Completed' and 'tasks Assignmed') alongside'Employee Name' and/or 'Squard'.
A Parent-Child configuration was set between the two.
Which two statements are correct?
正解：A、E
解説：
In Marketing Cloud Intelligence, joining two files requires a common field to be mapped as the same entity. If "employee_name" is consistently mapped across both data streams, it can serve as the basis for the join, regardless of whether "employee_id" is mapped. The choice of which file serves as the Parent stream depends on the use case and the desired reporting structure, but technically, either could serve as the Parent.
質問 # 31
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さらに、JPNTest AP-215ダンプの一部が現在無料で提供されています：https://drive.google.com/open?id=14mBdxdQ5gGZCx2vkYkGc0648eK8A78Ay