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Snowflake ARA-C01 Exam Syllabus Topics:

SectionObjectives
Topic 1: Performance and Optimization- Query performance tuning
  • 1. Warehouse sizing and scaling
    • 2. Query profiling and optimization techniques
      - Cost optimization
      • 1. Storage and compute efficiency
        • 2. Resource monitoring and cost control
          Topic 2: Data Pipelines and Data Engineering- Data orchestration
          • 1. Pipeline design patterns
            • 2. Tasks and Streams usage
              - Data ingestion and transformation
              • 1. Batch and streaming ingestion
                • 2. Snowpipe and continuous data loading
                  Topic 3: Data Architecture and Design- Design scalable Snowflake architectures
                  • 1. Account and environment strategy
                    • 2. Multi-cluster virtual warehouse design
                      - Data modeling and schema design
                      • 1. Star and snowflake schema concepts
                        • 2. Semi-structured data modeling
                          Topic 4: Security, Governance, and Compliance- Access control and security model
                          • 1. Role-based access control (RBAC)
                            • 2. Network security and authentication
                              - Data governance
                              • 1. Data classification and masking policies
                                • 2. Audit and compliance features
                                  Topic 5: Data Sharing and Collaboration- Secure data sharing
                                  • 1. Cross-account data sharing
                                    • 2. Data marketplace concepts

                                      >> ARA-C01 Valid Exam Objectives <<

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                                      When preparing to take the SnowPro Advanced Architect Certification (ARA-C01) exam dumps, knowing where to start can be a little frustrating, but with PassReview Snowflake ARA-C01 practice questions, you will feel fully prepared. Using our SnowPro Advanced Architect Certification (ARA-C01) practice test software, you can prepare for the increased difficulty on SnowPro Advanced Architect Certification (ARA-C01) exam day. Plus, we have various question types and difficulty levels so that you can tailor your SnowPro Advanced Architect Certification (ARA-C01) exam dumps preparation to your requirements.

                                      Snowflake SnowPro Advanced Architect Certification Sample Questions (Q202-Q207):

                                      NEW QUESTION # 202
                                      Which of the below commands will use warehouse credits?

                                      Answer: C


                                      NEW QUESTION # 203
                                      A large manufacturing company runs a dozen individual Snowflake accounts across its business divisions. The company wants to increase the level of data sharing to support supply chain optimizations and increase its purchasing leverage with multiple vendors.
                                      The company's Snowflake Architects need to design a solution that would allow the business divisions to decide what to share, while minimizing the level of effort spent on configuration and management. Most of the company divisions use Snowflake accounts in the same cloud deployments with a few exceptions for European-based divisions.
                                      According to Snowflake recommended best practice, how should these requirements be met?

                                      Answer: B


                                      NEW QUESTION # 204
                                      Below are the rest APIs provided by Snowpipe

                                      Answer: A,C


                                      NEW QUESTION # 205
                                      Schema owner can grant object privileges in a regular schema

                                      Answer: B


                                      NEW QUESTION # 206
                                      A company wants to share selected product and sales tables with global partners. The partners are not Snowflake customers but do have access to AWS.
                                      Requirements:
                                      * Data access must be governed.
                                      * Each partner should only have access to data from its respective region.What is the MOST secure and cost-effective solution?

                                      Answer: A

                                      Explanation:
                                      When sharing data with partners who are not Snowflake customers, Snowflake reader accounts provide the most secure and cost-effective solution. Reader accounts allow data providers to host and govern access within their own Snowflake environment while allowing consumers to query shared data without owning a Snowflake account (Answer A). This ensures strong governance, centralized billing, and no data movement.
                                      By sharing custom secure views, the company can enforce row-level and column-level security so that each partner only sees data from its authorized region. Outbound shares require the consumer to have their own Snowflake account, which is not the case here. Exporting data to S3 introduces unnecessary data duplication, security risk, and operational overhead. Snowflake Marketplace is designed for broad distribution, not partner- specific regional restrictions.
                                      For the SnowPro Architect exam, this question highlights best practices in secure data sharing, governance, and cost control when collaborating with external, non-Snowflake partners.


                                      NEW QUESTION # 207
                                      ......

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