vmartinez

To minimize the number of values rendered NULL due to aggregation thresholds, you can:

• Use more granular dimensions in your final GROUP BY statement
• Look at certain dimensions in combination rather than in isolation
• Reduce the time window of the query
• Broaden any filtering that may be in place on the query

 

Explanation:

The correct answer is indeed Broaden any filtering that may be in place on the query. To minimize the number of values rendered NULL due to aggregation thresholds, broadening the filtering in the query can help increase the likelihood of having sufficient data to meet those thresholds. By relaxing filters or expanding the criteria, you allow for a larger set of data to be included in the aggregation, which increases the chances of having enough data in each group to avoid NULL values. This approach helps ensure that smaller or more specific segments are not excluded, which might otherwise result in insufficient data to meet the minimum requirements for the aggregation, leading to NULL values.

 

 

Rule-based audience creation leverages a separate set of tables than those utilized for AMC reporting.

 

• True

 

• False

 

 

Which AWS service can be leveraged by the AWS Admin to provide appropriate permissions and access keys to AMC API users?

 

• QuickSight
• IAM
• SageMaker

 

What formula would you use to calculate Amazon DSP CPM using the fields available in dsp_impressions?

• (SUM(total_cost)/100000)/(SUM(impressions))*1000 AS avg_cpm
• ((SUM(spend)/100000000)/SUM(impressions))*1000 AS avg_cpm
• ((SUM(total_cost)/100000)/SUM(impressions))/1000 AS avg_cpm

 

Explanation:

The correct answer is **(SUM(total_cost)/100000)/(SUM(impressions))*1000 AS avg_cpm** because the formula for calculating Cost Per Thousand Impressions (CPM) is based on dividing the total cost by the number of impressions, then multiplying by 1,000 to get the cost per thousand impressions. The field `total_cost` represents the total spend on the campaign, and impressions represents the number of impressions served. The formula correctly divides the total cost by the total number of impressions and then multiplies by 1,000 to scale the metric to CPM. The division by 100,000 in the formula accounts for the cost being expressed in cents or another unit that needs conversion. The other formulas either incorrectly order operations or use a different unit conversion, making them inaccurate for calculating CPM.

 

Performance reporting, such as Path to Conversion reporting, can be constrained to specific conversion events (e.g. purchases of a specific ASIN).

• True
• False

 

Explanation:

The correct answer is **True** because performance reporting, such as Path to Conversion reporting, can indeed be constrained to specific conversion events, like purchases of a particular ASIN (Amazon Standard Identification Number). In Amazon Marketing Cloud (AMC), users have the ability to apply filters and conditions to narrow down their analysis, allowing them to focus on specific types of conversions, such as only tracking purchases related to a particular product or ASIN. This capability is valuable for advertisers who want to analyze the effectiveness of their campaigns specifically for certain products, providing more targeted insights into the customer journey and how different ads contribute to those conversions.

 

 

Why are developer resources required for creating first-party tables in AMC?

 

• Because you must build a custom architecture for automating table creation
• Developer resources are not required for creating first-party tables in AMC
• Because first-party table creation is an API-only feature

 

Explanation: The correct answer is **Because first-party table creation is an API-only feature** because the creation of first-party tables in Amazon Marketing Cloud (AMC) is done via the API, not through the AMC user interface (UI). This process typically requires developer resources because it involves interacting with the AMC API to create and manage custom tables based on first-party data, such as data from a brand’s own systems or platforms. Since the creation and management of these tables are not directly supported in the UI, developers need to write and execute API calls to upload, define, and manipulate the data within AMC. This makes developer expertise essential for integrating first-party data into AMC. The other options are incorrect because while developer resources are required, the need to build custom architectures or the idea that resources are not required are not accurate.