In this course covers the fundamental concepts, design considerations, and best practices intended for key stakeholders who will be working on the Snowflake Platform. The course will consist of lecture, demos, and labs on a wide range of foundational topics. In this course covers advanced Data Movement, Performance, Security, Agile Development and Data Sharing design considerations and best practices in the Snowflake Cloud Data Platform. This advanced course will consist of lecture, demos, and labs.
Course content
Introduction to Snowflake
- How different from traditional DB like (Oracle …)
- Quick start to Snowflake and accessing trial account
- Creating warehouse, DB, Schema, and tables
- Accessing different roles and using it
- Working with worksheets
- Understanding different type of accounts
Understand Cloud Platforms
- AWS and understanding S3 storage
- Snowflake architecture and caching.
- AZURE and understanding blob storage
- GCP and understanding Bucket storage
Snowflake Architecture and Overview
- Snowflake Technical Overview
- Cloud Services Layer
- Compute Layer
- Storage Layer
Data Movement
- Data Loading
- Unloading
- File formats
- Internal and external storage
- Copy into usage
- Snowflake internal storage
- Accessing Cloud storage data into Snowflake(GCP, AZURE and AWS)
Snowpipe
- Accessing Snowpipe
- PUT and GET commands
- Bulk loading from cloud storage
- Continuous loading
Snowflake Objects & Commands
- Query Constructs
- Data Description Language (DDL)
- Data Manipulation Language (DML)
Snowflake SQL Support for Data Analysis
- SQL Support and Query Best Practices
- SQL Analytic Functions
- High Performing Estimation Functions
- UDF and Stored Procedure
- Demo Query Profile
Managing Security
- Data Encryption
- Authentication
- Role-Based Access Control
Semi-structured Data
- Capabilities and Best Practices for working with semi-structured data in Snowflake
Caching
- Caching Features in Snowflake
- Best Practices of using caching for performance and cost optimization
Snowflake Clients and Ecosystem
- Snowflake Clients and Connectors Overview
- SnowSQL – Snowflake CLI
Continuous Data Protection
- Time Travel in Snowflake
- Cloning in Snowflake
Cloning
- Access Control Privileges for Cloned Objects
- Cloning and Snowflake Objects
- Impact of DDL on Cloning
- Impact of DML and Data Retention on Cloning
Data Sharing
- Snowflake Data Sharing Overview
Performance & Concurrency
- Query Profile
- Micro-Partitions & Data Clustering
- Scaling a Virtual Warehouse
Account and Resource Management and Monitoring
- System Resource Usage and Billing
- Managing Virtual Warehouses
- Workload independence and segmentation
- Monitoring Tool: Resource Monitors
- Monitoring Tools: Information Schema and Account Usage
Advanced Architecture
- Technical deep dive of three-tiered architecture
- Connector and APIs for applications (Python)
Managing Security
- Data Encryption & Network Security
- User and Application Authentication
- Designing a Role Hierarchy
- Advanced Snowflake Account Security Features
Agile Development & Continuous Data Protection
- Continuous Data Protection
- Agile Development use cases & best practices
Data Sharing
- Data Providers and Consumers
- Sharing outside your organization
- Sharing within your organization
Advanced Performance Tuning
- Designing Tables for High Performance
- Designing High-Performance Queries
- Advanced Performance Tuning
- Query Profile Optimization
- Data Clustering
- Materialized Views
- Monitoring
To see the full course content Download now
Course Prerequisites
- Previous Data Warehouse knowledge is assumed.
Who can attend
- Data Analysts
- Data Engineers
- Data Scientists
- Database Architects
- Database Administrators
Number of Hours: 40hrs
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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All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process which includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating continue to train for us.
No worries. DASVM technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
DASVM Technologies provides many suitable modes of training to the students like:
- Classroom training
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