In this role-specific course provides an in-depth look at database administrator duties and responsibilities on the Snowflake platform. This course covers data loading performance, designing a role hierarchy, agile development, and advanced performance tuning. This course consists of lectures, labs, and discussions.
Learning Objectives:
- Identify the various aspects of compute and storage management
- Illustrate administrative tasks within the detailed architecture of Snowflake
- Review Snowflake best practices & considerations for managing load operations and performance
- Describe data governance in Snowflake, including column-level data security using secure views and dynamic data masking features
- Manage multiple accounts across the Organization
- Describe the DDL operations that work with fundamental database objects
- Discuss transaction and concurrency models and DML considerations
- Employ recovery methods and agile development with Time Travel & Cloning
- Implement advanced techniques for Snowflake performance-tuning methodologies
- Design and develop secure access to objects in Snowflake with Role-Based Access Control (RBAC)
- Recommend the Snowflake best practices for management, monitoring, and optimization
- Use data replication for data sharing across accounts and for failover scenarios
- Share data securely both within and without your organization
Course content
Snowflake Architecture and Overview
- Snowflake Technical Overview
- Overview of Three-Tiered Architecture
Compute Management
- Scaling Virtual Warehouses Up & Out
- Creating and Managing Virtual Warehouses
Snowflake Objects & Commands
- Built-in Design and Comparison to Traditional SQL Commands
- DDL Commands to Work with Different Database Objects
- Different Functions and Operators Available in Snowflake
- Account, Session, & Object Parameters
Organizations
- Managing and Monitoring Multiple Accounts across Lines of Business
- Replication between Regions and Cloud Providers and Failover
Load Operations & Performance Management
- Load Operation Performance
- Data Unloading
DML & Transaction Model
- Snowflake DML Commands
- SQL Statements for Transactions in Snowflake
- DML and Clustering Impact on Table Versioning
Back-up, Restore & Snapshot
- Time Travel
- Zero-copy cloning
- Fail-Safe
- Agile Development Use Cases
Storage Management
- Table Design Considerations
- DML and Cloning Considerations
- Storage Optimization
Performance Methodology & Management
- Query Profile Analysis
- Query Best Practices
- Caching
- Troubleshooting Tools & Tuning Performance Metrics
- Data Clustering
- Search Optimization Service
- Materialized Views
Role-based Access & Design
- Overview of Data Governance
- System Roles & Custom Roles
- Role Hierarchy
- Best Practices
- Column-Level Data Security to Protect Sensitive Data
Account & Resource Monitoring
- Creating Resource Monitors
- Monitoring Compute, Storage and Credits
- Database Object Types and Storage Considerations
- Utility Stored Procedures and Tasks
Data Sharing
- Data Sharing Overview
- Secured View
- Secured UDF
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Course Prerequisites
- A background in database administration or management is required
Who can attend
- System Administrators
- Data Engineers
- Database Architects
- Database Administrators
Number of Hours: 30hrs
Certification
Key features
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Virtual Live Experience
- Preparing for Certification
FAQs
DASVM Technologies offers 300+ IT training courses with 10+ years of Experienced Expert level Trainers.
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Materials
- Preparing for Certification
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