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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Evaluate Current State22%- Map current state of analytics to future state
  • 1. Map business needs to Tableau capabilities
    • 2. Translate analytical requirements using best practices
      • 3. Recommend Tableau Server vs Tableau Cloud including migration
        - Evaluate current data structures
        • 1. Assess whether existing data supports business needs
          • 2. Evaluate data lineage and performance risks
            Design and Troubleshoot Calculations and Workbooks40%- Optimize workbook performance
            • 1. Identify and resolve performance bottlenecks
              • 2. Leverage performance recordings and caching
                - Implement and optimize calculations
                • 1. Table calculations, date functions, and aggregations
                  • 2. Level of Detail (LOD) expressions
                    - Design visualizations and advanced analytics
                    • 1. Recommend advanced chart types and densification
                      • 2. Apply Tableau order of operations
                        Establish Governance and Support Published Content16%- Apply governance strategy
                        • 1. Security, data quality, and certification strategy
                          • 2. Map governance requirements to Tableau capabilities
                            - Deploy and manage content lifecycle
                            • 1. Content distribution and publishing strategy
                              • 2. Workbook lifecycle and maintenance
                                Plan and Prepare Data Connections22%- Plan for data transformation
                                • 1. Specify granularity requirements
                                  • 2. Recommend appropriate data transformation strategy
                                    - Design row-level security (RLS) and advanced connections
                                    • 1. Recommend connection methods and Tableau Bridge
                                      • 2. Implement RLS and entitlement structures

                                        >> Analytics-Con-202 Antworten <<

                                        Analytics-Con-202 Übungstest: Salesforce Certified Tableau Next Consultant & Analytics-Con-202 Braindumps Prüfung

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                                        Salesforce Certified Tableau Next Consultant Analytics-Con-202 Prüfungsfragen mit Lösungen (Q45-Q50):

                                        45. Frage
                                        A Tableau Next Consultant is receiving complaints from end users about slow dashboard load times for a frequently used dashboard. The consultant is looking for an initial short- term solution before looking into longer term architectural changes. Which action should the consultant take to improve load times?

                                        Antwort: B

                                        Begründung:
                                        Enable Query Cache is the appropriate short-term performance optimization for a frequently accessed Tableau Next dashboard. Query caching reduces repeated execution of expensive live analytical queries by temporarily reusing previously calculated query results.
                                        Salesforce specifically positions dashboard query caching as a mechanism to accelerate page load times for frequently visited dashboards. Current Tableau Next functionality can store and reuse query results for up to approximately 30 minutes, thereby reducing system overhead and improving the end-user experience.
                                        This is precisely appropriate when the consultant wants a rapid tactical improvement before investigating deeper issues such as semantic-model complexity, source performance, query design, data architecture, or excessive dashboard density.
                                        Disabling Reflow concerns dashboard layout behavior and responsive presentation rather than query- processing latency. Turning off Tableau Agent likewise does not address the underlying query execution performed to render dashboard widgets.
                                        Caching does involve a freshness tradeoff because viewers may temporarily receive cached rather than newly executed query results. For dashboards requiring immediately current information, live mode may still be necessary. The consultant should therefore treat caching as a deliberate performance-versus-freshness decision.
                                        References/Topics: Visualizations and Dashboards - > Dashboard Performance - > Query Cache - > Cached Data Mode.


                                        46. Frage
                                        Sales managers at Universal Containers (UC) want to receive proactive data alerts for their Tableau Next metrics directly within their Slack channels. UC has already enabled the Proactive Alert setting and Agentforce for Analytics in the Salesforce org. Which additional prerequisite must be met for users to receive these alerts in Slack?

                                        Antwort: A

                                        Begründung:
                                        The additional requirement is to enable Slack for Tableau Next, represented by option B's Collaboration with Slack and Tableau Next setting. Salesforce's current administrative workflow requires Salesforce and Slack to be connected and the Collaborate with Slack and Tableau Next option enabled in Tableau Next Administration.
                                        For proactive alerts specifically, Salesforce states that an administrator must enable Slack for Tableau Next and configure Agentforce in Slack. Once properly configured, Inspector Proactive Data Alerts can deliver notifications into Tableau Next and Slack when a user-defined metric condition is satisfied.
                                        Assigning a generic "Slack User" permission set is not the documented Tableau Next prerequisite in this scenario. Users instead require an eligible Tableau Next permission set and access to the relevant asset.
                                        Likewise, a separate analytics agent created specifically for Slack is not required merely to receive Inspector alerts.
                                        References/Topics: Embedding, Cross-Cloud, and Interoperability - > Slack Integration - > Inspector Proactive Data Alerts - > Collaborate with Slack and Tableau Next.


                                        47. Frage
                                        A Tableau Next Consultant is preparing a Tableau Next environment for analysts who need to create and share dashboard templates. The goal is to give analysts the ability to convert their dashboards into standardized templates. The consultant needs to enable the feature that allows this conversion. Which action must the consultant perform in Tableau Next Administration settings?

                                        Antwort: A

                                        Begründung:
                                        The consultant must enable Template Builder in Tableau Next Administration. Salesforce describes Template Builder as the functionality that allows users to convert existing Tableau Next dashboards into standardized, reusable templates that can subsequently be made available through the Tableau Next Marketplace.
                                        The administrative workflow is explicit: navigate to Tableau Next - > Administration - > Settings - > General, and enable Template Builder. Once enabled, eligible dashboard authors can use the Generate Template action to transform a dashboard into a configurable template. They can then define supporting metadata, configuration steps, descriptions, and preview information.
                                        Tableau Next Auditing has an entirely different function: it captures user-interaction activity for governance and monitoring. It does not enable dashboard templating. "Templated Data 360 Home Org Operations" is not the documented switch for converting dashboards into Tableau Next templates.
                                        References/Topics: Basic Setup and Admin - > Administration Settings - > Template Builder - > Tableau Next Marketplace.


                                        48. Frage
                                        Cloud Kicks wants to track and analyze user dashboard interactions with its Tableau Next assets for governance and adoption monitoring. Which capability should a Tableau Next Consultant activate to begin collecting user interaction data?

                                        Antwort: B

                                        Begründung:
                                        User Interaction Logging is the capability used to begin collecting interaction data for governance and adoption analysis. In this scenario, Cloud Kicks needs visibility into how users interact with Tableau Next dashboard assets so administrators can evaluate usage patterns, adoption, and engagement. Enabling interaction logging creates the foundation for capturing those user events and making them available for downstream monitoring and analysis.
                                        Tableau Next Auditing is associated with broader administrative audit and governance use cases, while Session Tracing is oriented toward tracing agent sessions and AI behavior. Neither is the specific capability identified here for initiating dashboard interaction collection. The requirement is centered on user activity against Tableau Next assets rather than agent reasoning or session diagnostics.
                                        A consultant should distinguish telemetry collection from downstream analysis. First, interaction events must be captured through User Interaction Logging; those events can then be analyzed to understand which assets are used, how users engage with dashboards, and where adoption or governance attention is required. This supports operational oversight without changing the analytical content itself.
                                        References/Topics: Basic Setup and Admin - > Tableau Next User Interaction Logging - > Governance and Adoption Monitoring.


                                        49. Frage
                                        A Tableau Next Consultant wants to enable conversational analytics for marketing data stored in Snowflake.
                                        What is required?

                                        Antwort: C

                                        Begründung:
                                        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.


                                        50. Frage
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