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Snowflake ARA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Engineering25%- Data Transformation
  • 1. ETL and ELT design
  • 2. Semi-structured data processing
  • 3. Data modeling strategies
- Data Loading and Pipelines
  • 1. Snowpipe and tasks
  • 2. Bulk and continuous data loading
  • 3. External stages and file formats
  • 4. Streams and CDC
Topic 2: Snowflake Architecture30%- Storage and Compute Design
  • 1. Database and schema design
  • 2. Micro-partitions and clustering
  • 3. Warehouse sizing and scaling
- Platform Architecture Design
  • 1. Organization and account structure
  • 2. Multi-account strategies
  • 3. Cross-region and cross-cloud architecture
  • 4. Data sharing architecture
Topic 3: Performance Optimization20%- Cost and Resource Optimization
  • 1. Warehouse cost optimization
  • 2. Concurrency scaling
  • 3. Resource monitors
- Query Performance
  • 1. Materialized views
  • 2. Search optimization service
  • 3. Query profiling and tuning
  • 4. Caching strategies
Topic 4: Accounts and Security25%- Access Control and Authentication
  • 1. Data masking and row access policies
  • 2. SSO and MFA
  • 3. Network policies
  • 4. Role-based access control
- Governance and Compliance
  • 1. Object ownership and privilege management
  • 2. Data governance strategies
  • 3. Encryption and security architecture

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100% Pass Quiz Snowflake - Authoritative ARA-C01 - Latest SnowPro Advanced Architect Certification Test Pass4sure

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q163-Q168):

NEW QUESTION # 163
Validation mode can take the below options

Answer: A,C,D


NEW QUESTION # 164
Which of the two are limitations of the insertReport API of SnowPipe?

Answer: A,B


NEW QUESTION # 165
Below are the rest APIs provided by Snowpipe

Answer: A,C


NEW QUESTION # 166
Snowflake includes administration settings for resource consumption in order to

Answer: B


NEW QUESTION # 167
Which security, governance, and data protection features require, at a MINIMUM, the Business Critical edition of Snowflake? (Choose two.)

Answer: A,D

Explanation:
Explanation
According to the SnowPro Advanced: Architect documents and learning resources, the security, governance, and data protection features that require, at a minimum, the Business Critical edition of Snowflake are:
* Customer-managed encryption keys through Tri-Secret Secure. This feature allows customers to manage their own encryption keys for data at rest in Snowflake, using a combination of three secrets: a master key, a service key, and a security password. This provides an additional layer of security and control over the data encryption and decryption process1.
* Periodic rekeying of encrypted data. This feature allows customers to periodically rotate the encryption keys for data at rest in Snowflake, using either Snowflake-managed keys or customer-managed keys. This enhances the security and protection of the data by reducing the risk of key compromise or exposure2.
The other options are incorrect because they do not require the Business Critical edition of Snowflake. Option A is incorrect because extended Time Travel (up to 90 days) is available with the Enterprise edition of Snowflake3. Option D is incorrect because AWS, Azure, or Google Cloud private connectivity to Snowflake is available with the Standard edition of Snowflake4. Option E is incorrect because federated authentication and SSO are available with the Standard edition of Snowflake5. References: Tri-Secret Secure | Snowflake Documentation, Periodic Rekeying of Encrypted Data | Snowflake Documentation, Snowflake Editions | Snowflake Documentation, Snowflake Network Policies | Snowflake Documentation, Configuring Federated Authentication and SSO | Snowflake Documentation


NEW QUESTION # 168
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