Snowflake SnowPro Core Certification Exam Syllabus

COF-C03 Dumps Questions, COF-C03 PDF, SnowPro Core Certification Exam Questions PDF, Snowflake COF-C03 Dumps Free, SnowPro Core Certification Official Cert Guide PDF, Snowflake SnowPro Core Certification Dumps, Snowflake SnowPro Core Certification PDFThe Snowflake COF-C03 exam preparation guide is designed to provide candidates with necessary information about the SnowPro Core Certification exam. It includes exam summary, sample questions, practice test, objectives and ways to interpret the exam objectives to enable candidates to assess the types of questions-answers that may be asked during the Snowflake Certified SnowPro Core Certification exam.

It is recommended for all the candidates to refer the COF-C03 objectives and sample questions provided in this preparation guide. The Snowflake SnowPro Core Certification is mainly targeted to the candidates who want to build their career in Associate and Core domain and demonstrate their expertise. We suggest you to use practice exam listed in this cert guide to get used to with exam environment and identify the knowledge areas where you need more work prior to taking the actual Snowflake SnowPro Core Certification exam.

Snowflake COF-C03 Exam Summary:

Exam Name
Snowflake SnowPro Core Certification
Exam Code COF-C03
Exam Price $175 USD
Duration 115 minutes
Number of Questions 100
Passing Score 750 + Scaled Scoring from 0 - 1000
Recommended Training / Books Snowflake Fundamentals
SnowPro Core Certification On-Demand Preparation Course
SnowPro Core Study Guide
Schedule Exam PEARSON VUE
Sample Questions Snowflake COF-C03 Sample Questions
Recommended Practice Snowflake Certified SnowPro Core Certification Practice Test

Snowflake SnowPro Core Certification Syllabus:

Section Objectives

Snowflake AI Data Cloud Features and Architecture - 31%

Describe and use the Snowflake architecture - Cloud Services layer
- Compute layer
- Database Storage layer
- Compare and contrast the different Snowflake editions
Use Snowflake Interfaces and tools - Snowsight
- Snowflake CLI
- IDE integrations (e.g., Visual Studio Code)
Differentiate Snowflake object hierarchy and types - Organization and account objects
- Database objects
  • Stages
  • Schemas
  • Tables
  • Views
  • User-Defined Functions (UDFs)
  • File formats
  • Stored procedures
  • Pipes
  • Shares
  • Sequences
  • ML models
  • Applications

- Session and context variables

  • Parameter hierarchy
  • Parameter precedence
Configure virtual warehouses - Types
  • Snowpark Optimized
  • Standard (Gen 1 and Gen 2)
  • Default warehouse for Notebooks* (Feature will not be tested until it’s globally GA)

- Scaling policies
- Warehouse type and configurations based on use cases

  • Ad-hoc queries
  • Data loading
  • BI and reporting

- Best practices

  • Sizing (up, down)
  • Scaling (in, out)
  • Auto-Suspend
  • Workloads
    - Different teams
    - High concurrency
    - Complex queries
Explain Snowflake storage concepts - Micro-partitions
- Data clustering
- Table types
  • Permanent
  • Temporary
  • Transient
  • Apache Iceberg™
  • External
  • Dynamic

- Views types

  • Standard
  • Materialized
  • Secure
Explain AI/ML and application development features - Snowflake Notebooks
- Streamlit in Snowflake
- Snowpark
- Snowflake Cortex
  • AI SQL functions
  • Cortex Search
  • Cortex Analyst

- Snowflake ML

Account Management and Data Governance - 20%

Explain Snowflake security model and principles - Role-Based Access Control (RBAC)
- Securable object hierarchy
- Discretionary access control (DAC)
- Network Policies
- Authentication
  • Multi-Factor Authentication (MFA)
  • Federated Authentication
  • Single Sign-on (SSO)
  • OAuth
  • Key-pair authentication

- System-defined roles
- Functional roles

  • Account roles
  • Database roles
  • Custom roles

- Secondary roles
- Account identifiers
- Logging and tracing

Define data governance features and how they are used - Data masking
  • Row-level security
  • Column-level security

- Object tagging
- Privacy policies
- Trust Center
- Encryption key management
- Alerts
- Notifications
- Data replication and failover
- Data lineage

Explain monitoring and cost management - Resource Monitors
  • Cost and warehouse monitoring

- Calculating virtual warehouse credit usage
- ACCOUNT_USAGE schema

Data Loading, Unloading, and Connectivity - 18%

Perform data loading and unloading - File formats
- Create and use stages
  • Internal stages
  • External stages
  • Server-side encryption
  • Directory tables

- COPY INTO command
- Error handling options

Perform automated data ingestion - Snowpipe
- Snowpipe streaming
- Streams
- Tasks
- Dynamic tables
- Openflow (Feature will not be tested until it’s globally GA)
Identify the different Snowflake Connectors and integrations - Snowflake drivers
- Snowflake connectors
- Storage integration
- API integration
- Git integration

Performance Optimization, Querying, and Transformation - 21%

Evaluate query performance - Query Performance Tuning
  • Query Profile/Query insights
    - Bytes spilled to storage
    - Inefficient pruning
    - Exploding joins
    - Queuing

- SNOWFLAKE.ACCOUNT_USAGE views (Snowflake database views)

  • Query attribution
  • Query history

- Workload management best practices

  • Grouping similar workloads
Optimize query performance - Query acceleration service
- Search optimization service
- Clustering keys
- Materialized views
Use Snowflake caching - Query result cache
- Metadata cache
- Warehouse cache
Perform data transformation techniques - Using data
  • Structured
  • Semi-structured
  • Unstructured

- Aggregate functions
- Applying SQL for query optimization
- Window functions

Data Collaboration - 10%

Explain data collaboration and protection - Data replication and failover
- Secure data sharing features
- Cloning
- Time Travel
- Fail-safe
Explain Snowflake's data sharing capabilities - Accounts
  • Provider
  • Consumer
  • Reader accounts

- Secure Data Sharing
- Sharing and resharing
- Direct shares
- Data clean rooms

Share data using the Snowflake Marketplace and listings - Snowflake Marketplace
- Listings
  • Private
  • Public

- Native Apps

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