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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Embedding, Cross-Cloud, & Interoperability20%- Tableau Next Apps and Marketplace
  • 1. Tableau Next Apps for Salesforce
    • 2. Marketplace offerings
      - Developer Tools and APIs
      • 1. Tools and APIs available for developers
        - Cross-Platform Workflows
        • 1. Surface Tableau Next assets within user workflows across platforms
          - Salesforce Analytics Integration
          • 1. Tableau Next integration with Salesforce analytics platforms
            Data Setup20%- Data Architecture and Processing
            • 1. Determine the appropriate data architecture or data processing approach
              - Semantic Models
              • 1. Components, design, and application of semantic models
                - Data 360
                • 1. Data integration, management, preparation, and modeling
                  Visualizations & Dashboards15%- Dashboard Actions
                  • 1. Configure actions within Tableau Next
                    - Visualization and Dashboard Design
                    • 1. Design user-friendly Tableau Next assets
                      • 2. Visualization and dashboarding best practices
                        Agentic Experiences25%- Agentic Readiness
                        • 1. Assess and ensure Agentic readiness
                          - Analytics Agent
                          • 1. Proactive data alerts and notifications
                            • 2. Explore data and generate insights
                              - Generative AI
                              • 1. Generative AI capabilities for creating Tableau Next components
                                Basic Setup & Admin10%- Agentic Analytics
                                • 1. Activate Agentic Analytics for users
                                  - User Access
                                  • 1. Apply appropriate access to enable users
                                    - Tableau Next Setup
                                    • 1. Activate and manage Tableau Next features
                                      Managing Workspaces & Orgs10%- Workspace and Asset Management
                                      • 1. Manage and share Tableau Next assets
                                        • 2. Deploy Tableau Next assets
                                          - Personal Org
                                          • 1. Deploy and manage a Personal Org

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                                            Salesforce Certified Tableau Next Consultant Sample Questions (Q50-Q55):

                                            NEW QUESTION # 50
                                            A Tableau Next Consultant wants to enable conversational analytics for marketing data stored in Snowflake.
                                            What is required?

                                            Answer: A

                                            Explanation:
                                            Tableau Agent's conversational analytics depends on an AI-ready Tableau semantic model, making A correct.
                                            Salesforce positions Tableau Semantics as the governed business layer between connected Data 360 sources and analytical or AI consumption experiences. Semantic models define standardized measures, dimensions, relationships, calculations, metrics, terminology, and business context that Tableau Agent uses to interpret natural-language questions.
                                            For Snowflake data, the consultant establishes an appropriate Data 360 connection-including supported zero- copy federation where appropriate-and exposes the required Snowflake data through Data 360. The consultant then builds and prepares a semantic model containing the marketing concepts that Tableau Agent must analyze. Salesforce's Tableau Agent implementation guidance explicitly requires determining the required data, connecting it through Data 360, and creating suitable semantic foundations before configuring conversational analytics.
                                            CSV export is unnecessary and creates an avoidable duplicate dataset. Building dashboards directly in Snowflake also does not establish Tableau Agent's governed semantic context.
                                            The architecture is therefore: Snowflake - > Data 360 connectivity - > Tableau Semantic Model - > Tableau Agent - > Conversational Analytics.
                                            References/Topics: Data Setup - > Snowflake Integration - > Data 360 - > Tableau Semantics - > AI-Ready Semantic Models.


                                            NEW QUESTION # 51
                                            A Tableau Next Consultant is working with a retail client's supply chain management team. The warehouse managers complain that they waste hours every week manually logging in and refreshing dashboards just to check if critical inventory levels have dropped below their safety stock limits. Which primary feature should the consultant enable to address this issue?

                                            Answer: B

                                            Explanation:
                                            Inspector Proactive Data Alerts directly solve this requirement because they allow users to define conditions against Tableau Next metrics and receive notifications when those conditions become true. Salesforce describes the capability as allowing users to ask Tableau Agent to alert them when a metric exceeds a value, falls below a threshold, or moves outside an expected range.
                                            For inventory management, the organization could define a metric representing available stock and configure an alert such as: "Alert me when inventory falls below the safety stock level." Inspector evaluates the configured condition and sends notifications through administrator-enabled delivery channels. This removes the need for warehouse managers to repeatedly open and refresh dashboards purely to determine whether intervention is required.
                                            A Data Quality notification addresses issues with data reliability or processing rather than business KPI conditions. A dashboard subscription periodically delivers analytical content but is schedule-driven rather than specifically triggered by a critical inventory condition.
                                            This is the defining distinction between passive dashboards and agentic analytics: Proactive Alerts monitor an explicitly defined metric condition and surface actionable information when attention is required.
                                            References/Topics: Agentic Experiences - > Inspector - > Proactive Data Alerts - > Metric Conditions - > Threshold-Based Notifications.


                                            NEW QUESTION # 52
                                            A Tableau Next Consultant has developed a dashboard using a single semantic model. The dashboard includes filters, metrics, and visualizations. The consultant wants to be able to make changes to their filters and selections in their visualizations that update the metrics. They are already able to filter visualizations between each other by clicking into the views and using the filters on the page. What does the consultant need to validate to have the desired functionality?

                                            Answer: B

                                            Explanation:
                                            For a Tableau Next Metric widget to respond dynamically to dashboard filtering, two conditions must be satisfied. First, the metric widget must be configured to receive dashboard filters. Second, the dimensions being used by those dashboard filters must exist in the metric definition as supported dimensions. Salesforce specifically documents that a Metric widget can only be filtered by dimensions explicitly included in the metric definition, typically as Additional Dimensions.
                                            Therefore, C is the only complete answer.
                                            Option A fails because enabling dashboard-filter reception is not enough if the metric definition lacks the necessary dimensions. Tableau Next cannot apply a filter against a dimensional grain the metric does not expose. Option B has the required dimensions but explicitly disables receipt of dashboard filters, preventing the widget from responding to dashboard interactions.
                                            This distinction is important because visualizations and metric widgets have different interaction requirements. A dashboard visualization can participate naturally in interactive filtering, whereas a governed metric must expose the appropriate dimensions in its semantic definition before those dashboard selections can alter the displayed metric result.
                                            References/Topics: Visualizations and Dashboards - > Metric Widgets - > Receive Dashboard Filters - > Metric Additional Dimensions.


                                            NEW QUESTION # 53
                                            A Tableau Next Consultant has shared a workspace with a group of users and granted them Editor access at the workspace level. However, one of the users reports that they are still unable to edit a dashboard within that workspace. What is the most likely reason for this issue?

                                            Answer: C

                                            Explanation:
                                            Tableau Next applies both asset-sharing permissions and platform permission sets. Granting Editor access through workspace sharing cannot elevate a user's capabilities beyond those granted by the administrator.
                                            Salesforce explicitly states that sharing doesn't override permissions set by the admin and that a user who lacks the permission set required to edit Tableau Next assets cannot edit an asset even when granted Editor access.
                                            Therefore, C is correct.
                                            Workspace-level access is designed to simplify administration. Users and Analytics Groups can be granted Viewer or Editor access to a workspace, with appropriate access applying to contained assets subject to underlying security and permission requirements. Consequently, B is incorrect as a general explanation.
                                            Option A is also incorrect. Workspace owners can share assets subject to their own permissions, but inability of the affected user to edit is not because dashboards universally require a separate owner-assigned Editor permission.
                                            Think of Tableau Next authorization as multiple gates: license - > Tableau Next permission set - > asset sharing - > underlying data access. A more permissive setting at a downstream sharing layer cannot bypass a restrictive upstream administrative permission.
                                            References/Topics: Managing Workspaces and Orgs - > Workspace Sharing - > Editor Access - > Tableau Next Permission Sets - > Permission Inheritance.


                                            NEW QUESTION # 54
                                            A Tableau Next Consultant receives a request from a business user to help troubleshoot an issue with setting data alerts using Tableau Agent. The consultant verifies that the business user has been granted a Tableau Next Consumer license and is accessing Tableau Agent from a page with Tableau Next on it. Which reason explains why the business user is unable to set the alert?

                                            Answer: A

                                            Explanation:
                                            The limiting factor in this scenario is the user's license level. Setting proactive data alerts through Tableau Agent is an authoring-oriented capability that requires Tableau Next Creator access. A Consumer user can view and interact with published analytical content, but the Consumer persona does not receive the full set of creation and configuration capabilities needed to define alert conditions.
                                            The fallback semantic model in option B is used when Tableau Agent lacks clear analytical context, such as when a user invokes the agent from a surface that does not already identify the relevant Tableau Next asset.
                                            Here, the user is explicitly accessing Tableau Agent from a page that contains Tableau Next content, so lack of fallback scoping is not the primary issue. Option A can prevent analysis of a particular metric, but the question establishes a broader inability to set the alert and emphasizes that the user has a Consumer license.
                                            The appropriate remediation is therefore to use the Creator-level entitlement for users who must configure proactive alerts. This preserves the distinction between consumption permissions and analytical creation
                                            /configuration permissions.
                                            References/Topics: Agentic Experiences - > Tableau Agent - > Proactive Data Alerts - > Creator Permissions.


                                            NEW QUESTION # 55
                                            ......

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