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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Basic Setup & Admin10%- Access Management
  • 1. Identify and apply appropriate access to enable users
    - Tableau Next Activation and Management
    • 1. Explain how to activate and manage Tableau Next features
      - Agentic Analytics
      • 1. Describe how to activate Agentic Analytics for users
        Topic 2: Visualizations & Dashboards15%- Visualization and Dashboard Design
        • 1. Apply visualization and dashboarding best practices to design user-friendly Tableau Next assets
          - Dashboard Actions
          • 1. Explain how to configure actions within Tableau Next
            Topic 3: Embedding, Cross-Cloud, & Interoperability20%- Cross-Platform Workflows
            • 1. Explain how Tableau Next assets are surfaced within user workflows across platforms
              - Developer Tools and APIs
              • 1. Describe tools and APIs available for developers
                - Tableau Next Apps and Marketplace
                • 1. Understand how Tableau Next Apps for Salesforce and Marketplace offerings accelerate time to value
                  - Salesforce Analytics Integration
                  • 1. Understand how Tableau Next integrates with Salesforce analytics platforms
                    Topic 4: Data Setup20%- Semantic Models
                    • 1. Understand the components, design, and application of semantic models
                      - Data 360
                      • 1. Understand basic Data 360 features and capabilities, including data integration, management, preparation, and modeling
                        - Data Architecture
                        • 1. Determine the appropriate data architecture or data processing approach for a given scenario
                          Topic 5: Agentic Experiences25%- Generative AI
                          • 1. Understand how generative AI capabilities support the creation of Tableau Next components
                            - Agentic Readiness
                            • 1. Explain how to assess and ensure Agentic readiness
                              - Analytics Agent
                              • 1. Understand how the Analytics Agent delivers proactive data alerts and notifications
                                • 2. Understand how the Analytics Agent enables users to explore data and generate insights
                                  Topic 6: Managing Workspaces & Orgs10%- Personal Org
                                  • 1. Understand how to deploy and manage a Personal Org
                                    - Asset Management and Sharing
                                    • 1. Explain how to manage and share Tableau Next assets
                                      - Asset Deployment
                                      • 1. Understand how to deploy Tableau Next assets

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                                        Salesforce Certified Tableau Next Consultant Sample Questions (Q11-Q16):

                                        NEW QUESTION # 11
                                        A Tableau Next Consultant faces a requirement calling for data pivots, aggregations, and calculations to the data before pulling it into a semantic data model (SDM). Which Data 360 feature should the consultant use to create a data object with these data adjustments?

                                        Answer: C

                                        Explanation:
                                        Batch Data Transforms are designed to perform repeatable data-shaping operations before downstream analytical consumption. Salesforce describes batch transforms as canvas-based processing flows capable of adding, manipulating, joining, aggregating, filtering, and applying formulas or other transformations to data before writing the resulting dataset to a target object.
                                        This makes A the appropriate solution when the requirement involves multiple structural transformations- such as pivots, aggregations, and calculations-before the resulting dataset becomes part of a semantic model.
                                        Identity Resolution solves a different problem: reconciling and matching records across data sources to build unified profiles. It does not provide the generalized transformation pipeline required here.
                                        Calculated fields can create derived values, but they are insufficient when the preparation requirement involves broad reshaping and aggregation of the underlying dataset. The transformations should occur at the Data 360 data-preparation layer, after which the output object can be used by downstream analytics.
                                        Batch transforms can write to supported DLO or DMO output nodes depending on the source and design, providing a persistent transformed object that semantic modeling and other Data 360 processes can consume.
                                        References/Topics: Data Setup - > Data 360 - > Batch Data Transforms - > Aggregate, Join, Transform, and Output Nodes.


                                        NEW QUESTION # 12
                                        A Tableau Next Consultant is configuring a Salesforce Flow action on a dashboard widget. The flow requires an input value based on what a user clicks on another dashboard widget. Which input mapping type should the consultant select?

                                        Answer: B

                                        Explanation:
                                        The correct mapping is Dynamic Widget Field with a Selection interaction because the flow input must depend specifically on a value that the user selects in another dashboard widget. Salesforce distinguishes two dynamic interaction types when mapping dashboard data to Salesforce Flow inputs: Selection and Result. A Selection interaction passes the value resulting from the user's selection in a widget, whereas a Result interaction passes a value derived from the widget query results.
                                        A Static String would supply the same manually configured value every time and therefore cannot satisfy a requirement in which the flow input changes according to what the user clicks.
                                        Operationally, the consultant configures the Salesforce Flow action, identifies the required flow input, selects Dynamic Widget Field, chooses the source widget and field, and sets the interaction type to Selection. This creates an actionable analytical experience where a user's interaction with dashboard data can directly feed contextual values into a Salesforce business process.
                                        References/Topics: Visualizations and Dashboards - > Analyze and Share Data - > Add Single-Click Actions to Your Data - > Salesforce Flow Actions.


                                        NEW QUESTION # 13
                                        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?

                                        Answer: C

                                        Explanation:
                                        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.


                                        NEW QUESTION # 14
                                        A Tableau Next Consultant wants to use color to identify products in a table that have an average discount above a user set threshold in a visualization. The consultant creates a parameter on the dashboard for the user to specify the value. Which approach should the consultant take to have the table highlight respond to the value set in the parameter?

                                        Answer: B

                                        Explanation:
                                        A Tableau Next parameter supplies a user-controlled value, while a calculated field translates that value into analytical logic. Therefore, the correct implementation is to create a Boolean calculated field-such as Average Discount greater than the threshold parameter-and use that calculated field for color encoding.
                                        Salesforce's parameter workflow explicitly instructs authors to create the parameter and then create a calculated field whose formula responds to the selected parameter value. Salesforce separately documents Tableau Next table color encoding: a measure or calculated field can be placed on Color in the Marks section, allowing categories or condition results to receive appropriate colors.
                                        Option B confuses dashboard text-widget conditional formatting with dynamic mark encoding inside the table visualization. Option C unnecessarily duplicates the visualization and introduces additional maintenance complexity when one visualization with calculated color logic is sufficient.
                                        This pattern-Parameter - > Calculated Field - > Marks encoding-is the preferred design when visualization appearance must respond dynamically to user-provided analytical thresholds.
                                        References/Topics: Visualizations and Dashboards - > Parameters - > Calculated Fields - > Color Encoding.


                                        NEW QUESTION # 15
                                        A Tableau Next Consultant is asked to configure proactive alerts for metrics. Which prerequisite must be met before alerts can be created?

                                        Answer: C

                                        Explanation:
                                        Inspector Proactive Data Alerts operate against Tableau Next metrics, and Tableau Next metrics are semantic definitions created within the Tableau Semantics layer. Salesforce describes a metric as a governed business KPI derived from measures in a semantic model. Metrics can then support exploration, goals, thresholds, and Inspector alerts.
                                        Therefore, B represents the architectural prerequisite among the supplied options. An alert must have a valid metric whose governed definition provides the measure, aggregation, temporal context, and other analytical semantics Inspector evaluates.
                                        A user does not need to embed the metric in a dashboard. Salesforce's documented alert workflow starts from the Tableau Next metric page, where the user opens Tableau Agent and asks it to create an alert against that metric.
                                        Option A is also not the fundamental prerequisite described by architecture. Although alert-management experiences can be reached through metric-related surfaces, the key technical dependency is the existence of the metric itself.
                                        Current configuration also requires Tableau Agent/Data Analysis and Inspector Proactive Alerts to be enabled administratively. These are environment-level prerequisites, but they are not among the answer choices.
                                        References/Topics: Agentic Experiences - > Inspector Proactive Data Alerts - > Metrics - > Semantic Models - > Data Analysis.


                                        NEW QUESTION # 16
                                        ......

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