TCRM Einstein Discovery Consultant Practice Questions Flashcards
A customer displays a lot of data and wants a way to dynamically emphasize certain values on a bar chart in order to properly grab the user’s attention.
What can an Einstein Consultant use to accomplish this task?
A - Customize tooltip
B - Chart Markers
C - XMD
D - Compare Table
B
Which of these is not a method for controlling record-level access?
A - Profiles
B - Sharing Rules
C - Organisation-Wide Defaults
D - Role Hierarchy
A
What’s a good way to see which required questions in the configuration wizard don’t have default values?
A - Answer only questions that involve custom objects
B - Try each option in the dropdown one at a time
C - Download the app and run a SAQL query on the JSON
D - Click ‘Looks good, next’ and look for questions highlighted in red
D
How can you restrict access to Analytics data at the row level?
A - Manually add a flag to each row to prevent access.
B - Use a security predicate to filter which rows are returned.
C - Use subtle thought control.
D - Remove restricted rows from the JSON file.
B
A Tableau CRM consultant decides to use a recipe to create a new dataset.
Which two source types can be used for the recipe?
Choose 2 answers
A - Existing datasets
B - Records from a Salesforce object
C - Dataset lens
D - Connected data (Synced)
A, D
The Tableau CRM team at a company has created three dataflows.
myDataflowOne: this dataflow tasks 2 hours to run.
myDataflowOne: this dataflow tasks 1 hours and 30 minutes to run
myDataflowOne: this dataflow tasks 1 minute and 30 seconds to run.
If all three dataflows run, how many count towards the limit?
A - 3
B - 0
C - 1
D - 2
A
Universal Containers (UC) is a multinational company that utilizes Salesforce and has a variety of internal systems. UC uses Einstein Analytics for their data analysis platform and they want to automate their weekly manual process to create a dataset from their on-premise data warehouse.
Which solution should a consultant recommend to meet this requirement?
A - Utilize a Salesforce weekly export feature
B - Utilize Analytics Connector.
C - Utilize middleware with Analytics External Data API
D - Utilize a dataflow
C
Maximum concurrent API Analytics calls per org?
A - 200
B - 500
C - 100
D - 50
C
What are the two types of bindings? Choose 2:
A - Results binding
B - Data bindings
C - Description bindings
D - Selections bindings
A, D
Default # rows in compare table.
A - 1500
B - 1000
C - 3000
D - 2000
D
Concurrent queries per user?
A - 20
B - 50
C - 10
D - 25
C
How do you create a regression timeseries?
A - In SAQL, use the timeseries function with the following arguments: Partition (the group_by piece), Seasonality (set to 12 to get yearly seasonality).
A
What are the steps in the data exploration process?
A - View, Explore, Refine, Save, Share
B - View, Explore, Reduce, Save, Share
C - Download, View, Refine, Save, Share
A
How many concurrent stories per org are allowed?
A - 5
B - 4
C - 2
D - 1
C
Can you share dashboards with others in your org?
A - Click on the ‘Share’ icon on the dashboard. From there, you can set up sharing options, post a dashboard screenshot to Chatter, get a URL to share, or download a screenshot.
B - Click on the ‘Share’ icon on the lens. From there, you can set up sharing options, post a dashboard screenshot to Chatter, get a URL to share, or download a screenshot.
C - No, you can’t share dashboards.
D - Click on the ‘Share’ icon on the dataset.
A
When you assign any Analytics permission set to users in your org, Salesforce auto-assigns the Analytics Platform permission set license to that user.
A - True
B - False
A
What is the order of filter, limit, order and offset functions in SAQL?
A - Filter and order can be interchanged. Offset must be after filter/order and limit must come after offset.
A
Permissions of which 2 internal users are used by Analytics to gain access to Salesforce data?
A - Each user has a corresponding Profile assigned (Analytics Cloud Integration User and Analytics Cloud Security User profiles).
B When you query a dataset that has row-level security based on the User object, Analytics uses the permissions of the Security User to access the User object and its fields.
C - Analytics uses the permissions of the Integration User to extract data from Salesforce objects and fields when a dataflow job runs.
A, B, C
Timeout for ETL jobs that have been scheduled but not executed
A - 5 minutes
B - 15 minutes
C - 20 minutes
D - 10 minutes
A
You are asked to update and maintain your company’s Einstein Analytics dashboards.
A request comes in for one of the dashboards that contains steps from different datasets. The request is to make it possible for a table from one dataset to be filtered by the results of a chart from another dataset. Your solution is to create a results binding.
Which three steps should you implement to create the binding?
A - Look up the API name of the filtering field
B - Look up the API name of the source field
C - Find source and target step names
D - Configure the results binding on the target step in the dashboard JSON.
A, C, D
Before using bindings, you can try using facets to specify interactions between widgets.
A - False
B - True
B
Max story creations per org per month
A - 1000 (can purchase more)
B - 500 (can purchase more)
C - 200 (can purchase more)
D - 500
B
What are the 3 basic actions within a query in Analytics? Choose 3:
A - Aggregate by a measure B - Count rows by measure you want to visualize. C - Filter to narrow down your results. D - Grouping by a dimesnsion E - Display the results graphically
A, C, D
Which of these standard deviations is for a curve that has values that are the most spread out away from the average?
A - 8
B - 1
C - 4
D - 16
D
What is a keyword in SAQL? And what case must it be in?
A - A keyword is basically just a function in SAQL, like group, foreach, etc. And it has to be lowercase.
A
Default rows in values table
A - 100
B - 200
C - 50
D - 75
A
How do you analyze data from a CSV file using Einstein Discovery?
A - Import the CSV file into Einstein Discovery.
B - Import the CSV file into the most similar Salesforce object, then run reports on that object.
C - You can’t import data from a CSV file
D - Import the CSV file into an Einstein Analytics dataset, then create a story.
D
Trending data limits: Maximum number of trended datasets per user and rows per snapshot:
A - 5 per user, 200,000 per snapshot
B - 10 per user, 100,000 per snapshot
C - 10 per user, 200,000 per snapshot
D - 5 per user, 100,000 per snapshot
D
Max Analytics API calls per user per hour:
A - 50,000
B - 10,000
C - 5,000
D - 100,000
B
In what order does Einstein Discovery present the insights that it uncovers?
A - Alphabetical, in ascending order
B - Alphabetical, in descending order
C - Insights that explain the most variation in the outcome variable, in ascending order
D - Insights that explain the most variation in the outcome variable, in descending order
E - B and D
D
How many stories can you create in Analytics Plus?
A - 5,000
B - 1,000, but more can be purchased
C - 75, but more can be purchased
D - 500, but more can be purchased
D
An Einstein Consultant is reviewing the ‘Why it Happened’ Insights provided by Einstein Discovery with the customer. The customer would like to validate the results.
Which action should the consultant take?
A - Show the customer how to export and review the R-Code model validation results
B - Check the p-values and standard deviation
C - Use the Share and Export feature to help the customer determine if the findings make logical sense
D - Consult with a Data Scientist to validate the findings
C
Upper and lower limits on columns (vars) in discovery:
A - 20 column minimum, 50 maximum
B - 10 column minimum, 200 maximum
C - 2 column minimum, 50 maximum
D - 2 column minimum, 25 maximum
C
How many external files can be uploaded to Einstein Analytics on rolling 24 hour basis?
A - 100 files per dataset
B - 300 files per dataset
C - 500 files per dataset
D - 50 files Per dataset
D
In the Insights list, insights are ranked in what order?
A - Time B - Geospatial C - Statistical significance D - Alphabetical E - There is no order
C
Can you share data from a widget?
A - No, you can’t share data from a widget.
B - Select the step of the widget and share data.
C - Select ‘Share’ icon, click on ‘Download’, and select ‘Download in .png, .XLS, or CSV’ format.
D - Only with the proper Einstein Analytics Platform license.
C
An Einstein Analytics team wants to create a dashboard using two standard Salesforce objects. The dashboard should display data from the Case object, along with related data from the Account object.
Which two processes can achieve this?
A - Extract data from the case and account objects using ‘sfdcDigest’ transformation, Q use ‘append’ transformation to add case data with account data, store as a dataset, and then build a dashboard using the generated dataset
B - Extract data from the case and account objects using an ETL tool, use the ETL tool to y/ Q join account and case data, and then upload the data to Einstein Analytics. Build a dashboard using the ETL generated dataset
C - Extract data from the case and account objects using ‘sfdcDigest’ transformation, y/ Q use ‘augment’ transformation to add case data with account data, store as a dataset, and then build a dashboard using the generated dataset
D - Extract data from the case and account objects using ‘dataloader’, create a CSV file Q with account and case data, and then upload the CSV as a dataset to Einstein Analytics. Build a dashboard using that dataset
B, C
In Einstein Discovery (Choose 3):
A - ‘What Is The Difference’ insights are comparative insights that help you better understand the relationships between explanatory variables and the goal (target outcome variable) in your story. These insights, based on a statistical analysis of your dataset, help you figure out which factors contribute to the biggest changes in the outcome variable. Einstein Discovery uses waterfall charts to help you visualize comparisons in What Is The Difference insights.
B - ‘Why It Happened’ insights help you take a deeper look into the exact factors that led to an outcome. Why It Happened s/ Q insights drill deeper into the various factors that contributed to your story’s goal. These insights are based on a statistical analysis of your dataset. Einstein Discovery uses waterfall charts to help you visualize Why It Happened insights.
C - ‘Predictions and Improvements’ insights help you explore what might happen in the future. For example, you can interactively perform ‘what if analyses in your story. Einstein Discovery provides you with predictions and suggested improvements based on a statistical analysis of your dataset and predictive analytics. To help you visualize these insights, Einstein Discovery uses:
- waterfall charts for predictions
- bar charts for suggested improvements
D - ‘What Happened’ insights are the primary insights in your story. They are descriptive insights that help you explore, at an y/ Q overview level, what factors contributed to the outcome, based on a statistical analysis of your dataset. .Einstein Discovery uses bar charts to help you visualize What Happened insights.
A, C, D
Max of objects that can be enabled for Data Sync
A - 200
B - 100
C - 150
D - 50
B
Max story creations per org per day:
A - 40 per org
B - 40 per org per day
C - 20 per org
D - 20 per org per day
D
What can you change in a Compare Table formula column?
A - The filters
B - The measure
C - The grouping
D - The formula and the name
D
Max number of dataflow definitions (with data sync enabled)
A - 35
B - 55
C - 25
D - 15
A
The Einstein Analytics team at a company created a clataset based on the
Opportunity__c custom object. The VP of Sales reports seeing the message ‘No results found’ when opening the dataset to explore it. Other users below the VP in the role hierarchy can see rows on the same dataset.
Which two problems might be causing this issue?
A - The Salesforce profile for the VP does not have read permission on some fields of the Opportunity__c custom object
B - The Security Predicates set up at the dataset level are preventing the VP from seeing data
C - The dataset is inheriting sharing from Salesforce and the VP can see more than 3000 rows
D - The Salesforce profile for the VP does not have read permission on the Opportunity__c custom object
C, D
What permissions are necessary for someone to edit the XMD?
A - Upload External Data to Analytics
B - Manage Analytics Templated Apps
C - Edit Analytics Dataflows
D - Edit Dataset Recipes
A, C
Salesforce Analytics is…
A - An application built on top of Salesforce
B - A tool for analyzing surf reports and forecasts
C - A CRM alternative to Salesforce
D - An online repository of infographics
A
What is another name for the type of insight that examines how one variable explains variation of the outcome variable?
A - Third-order analysis B - Object-oriented analysis C - Second-order analysis D - First-order analysis E - Spectrum analysis
D
Upper and lower limits on rows in discovery.
A - 1000 row minimum, 15,000,000 max
B - 3000 row minimum, 20,000,000 max
C - 00 row minimum, 20,000,000 max
D - 500 row minimum, 25,000,000 max
C
What do you have to assign to users before they can access Analytics?
A - Analytics permission set license (PSL)
B - Permission set with at least one Analytics user permission
C - Username and password
D - A and B
E - B and C
D
What does XMD stand for?
A - Configuring unsupported fields
B - Lenses Dataset Fields
C - Extended Metadata
D - Create a JSON
C
Number of queries per user per day
A - 10,000
B - 50,000
C - 1,000
D - 20,000
A
What are the two main parts of a lens/exploration?
A - Query B - Visualization C - Dataset D - Measure E - Grouping
B, E
Is there a need for a separate Permission Set Licence for an Analytics app?
A - Yes
B - No
A
What kind of org should you use for checking challenges when you do Trailhead modules about Analytics?
A - An enterprise org, because that type of org is typically used by large companies
B - A trial org, because you don’t need to save anything
C - A Developer Edition org, because it’s a free, safe environment where you can try things out
D - A higher education org, because analytics requires advanced math
C
Which security feature can be used to give Regional Development Coordinator roles access to only their designated regions and seed bank orders?
A - Inherited security
B - Security predicates
C - Separate apps for each region
D - Sharing rules
B
To see predictive insights, what option do you select in the Story toolbar?
A - What Changed Over Time B - How Can I Improve It C - Predictions & Improvements D - Why It Happened E - What Happened
C
Einstein Discovery gives you several different kinds of recommended insights. Which of these insights is descriptive?
A - What Happened
B - Why It Happened
C - Predictions & Improvements
D - What Is the Difference
A
The Event Monitoring Analytics app brings prebuilt insights and analytics to what type of existing data in your org?
A - Field audit trail data
B - Forensics data
C - Sales Cloud data Login
D - Event log file data
D
Which isn’t an option for setting a security predicate for a dataset created from an external data file?
A - In the metadata file associated with the external data file using the rowLevelSecurityFilter key
B - In the Register transformation node of a dataflow that uses this dataset
C - In the dataset Security Predicate
D - On each row prior to upload
D
Mosaic recently hired a new development coordinator, Zoe.
First, Danielle grants Zoe the Einstein Analytics Platform license, but Zoe reports that she still can’t access Einstein Analytics.
What could be the problem?
A - An admin hasn’t run a dataflow.
B - Danielle still needs to grant Zoe a permission set containing the Manage Analytics permission.
C - Danielle didn’t share the Mosaic app with Zoe in Einstein Analytics.
D - Danielle still needs to grant Zoe a permission set containing the Use Analytics permission.
D
In a Compare Table formula, you can refer to other columns with:
A - Their names
B - Numbers (1..9)
C - Letters (A..Z)
D - All of the above
C
What can you do on the Edit Field Attributes page when uploading a CSV file to Analytics?
A - Change a field’s name
B - Change a field’s format
C - Change a field’s type
D - All of the above
D
How many groupings can you have in a Compare Table?
A - None
B - One
C - Infinite
D - Up to four
D
What is the test called that helps to identify categories that exhibit a pattern outside the overall average?
A - Null hypothesis test B - Significance level test C - Critical region test D - Chi-square test E - T-test
E
What is an Analytics app?
A - A specialized version of the Einstein Analytics platform that runs outside of Salesforce
B - Analytics for iPad
C - A collection of datasets, dashboards, lenses, and a dataflow
D - The blueprint for your org’s Einstein Analytics implementation
C
You can configure access to data at all of the following levels, except:
A - Organization
B - Records
C - Page Layouts
D - Objects
C
Where can you view the status of a CSV upload in Analytics?
A - The data manager
B - The Analytics home page
C - The Create Dataset page
D - The Setup menu
A
When Analytics runs a dataflow that accesses Salesforce objects, which user does it use?
A - The current user
B - The system administrator
C - The Integration User
D - The record owner
C
In the list of insights, the first insights that you see are the ones that explain, statistically, the most variation in the outcome variable. The insights that appear later, as you scroll through the story, explain variables that, statistically, account for less of the variation in the outcome variable.
When you select one variable, what are you comparing?
A - Selected variable with CLV
B - Selected variable average with the mean
C - Selected variable with a different variable
D - Selected variable average with the filtered average
E - Selected variable with all story data
E
In what order does Einstein Discovery present the insights that it uncovers?
A - Alphabetical, in ascending order
B - Alphabetical, in descending order
C - Insights that explain the most variation in the outcome variable, in ascending order
D - Insights that explain the most variation in the outcome variable, in descending order
D
What is another name for the type of insight that examines how one variable explains variation of the outcome variable?
A - First-order analysis B - Second-order analysis C - Third-order analysis D - Spectrum analysis E - Object-oriented analysis
A
Why would you use a merge key in a dataset recipe?
A - To find out what the merge icons represent in a dataset
B - To schedule when a dataset recipe runs
C - To join related data from different sources
D - To deal with duplicate records
C
What can you do in a dataset recipe?
A - Extract external data into Analytics
B - Build a dashboard
C - Combine data from different datasets
D - Make a data chili
C
How do you post to Chatter from a Sales Wave dashboard?
A - Open the Actions menu for an opportunity or account and select Post
B - Select Post to Chatter from the Actions drop-down at the top of the dashboard
C - Right click any bar and type your message
D - Send an email to a team member with ‘chatter:’ in the subject line
A
Yasmine wants to create a lens with the Seed Bank Orders dataset, but she currently doesn’t see any rows in the dataset. Since Yasmine is Hadiqa’s manager, Yasmine asks Hadiqa if she’s experiencing the same problem, but Hadiqa replies that she can see all the rows. Why is this happening?
A - The dataset’s security predicate was set up incorrectly.
B - Yasmine doesn’t have the Manager app role.
C - Yasmine wasn’t assigned a permission set.
D - Yasmine doesn’t have the Create and Edit Analytics Dashboards permission.
A
Einstein Discovery is a tool that:
A - Is like having a personal data scientist on staff
B - Replaces your team of BI experts and data analysts
C - Helps you hire the best data scientist for your business
D - Understands your business better than you do
A
Which of the following is true about the Service Analytics Overview dashboard?
A - It instantly provides key metrics on open cases, average time to close, first contact resolution, and customer satisfaction.
B - It lets you drill down to more detailed dashboards, like agent performance, channel review, and telephony metrics.
C - It’s available on desktop and mobile.
D - It’s a great place to start your analysis.
E - All of the above.
E
Why is it important to select the right root object when you use the dataset builder?
A - The root object determines who can see the dataset.
B - Only data from the root object can be included in the dataset.
C - The root object determines what related objects you can add to the dataset.
D - The root object determines what app the dataset is saved in.
C
Creating an Einstein Discovery story involves:
A - Selecting a Dataset in Einstein Analytics, then clicking Create Story
B - Copying text from company reports and pasting into Einstein Discovery
C - Uploading a Microsoft PowerPoint presentation
D - Entering notes about the data
A
What is a valid permission for a permission set?
A - Enable Parental Control
B - Always Sign Me Up for Dreamforce
C - Sales Analytics Apps
D - Access Sales Cloud Analytics Templates and Apps
D
What’s the magic of faceting?
A - It binds charts together so that selecting something in one chart filters other charts by that choice.
B - It shifts the time period of the chart you’re viewing.
C - It turns the dataflow on and off.
D - It creates a chart that shows all the faces of your data in a diamond chart.
A
You can get data into Einstein Discovery:
A - By connecting a USB drive to your laptop
B - By using an Einstein analytics dataset
C - Only if your database administrator does it for you
D - Only if Salesforce does it for you
B
Yasmine told Danielle she’s interested in using the artificial intelligence provided by Einstein Discovery to enhance analysis Mosaic probably wouldn’t have considered through their own means. How can Danielle use Einstein Analytics to load data into Einstein Discovery?
A - It’s not possible. Danielle will need to log into Einstein Discovery and import the data from there.
B - Danielle needs a permission set containing the Download Analytics Data permission, then she can use the Export node to load data into Einstein Discovery.
C - Danielle needs a permission set containing the Upload External Data to Analytics permission, then she can log into Einstein Discovery and import the data from there.
D - Data loaded into Einstein Analytics as datasets can then be used in Einstein Discovery without a separate load process.
D
Insights in a story show you how different variables and combinations of variables explain the variation of what kind of variable?
A - Explanatory variable B - Outcome variable C - Global variable D - Local variable E - Tertiary variable
B
What are Einstein Analytics prebuilt permission sets? Select 2:
A - Einstein Analytics Platform Admin
B - Einstein Analytics Platform User
C - Einstein Analytics
D - Einstein Analytics Superadmin
A, B