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YouTube

Snowflake Architecture Deep Dive - Best Practices and Key Features

Data Science Conference via YouTube

Overview

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Dive deep into Snowflake's cloud-based data warehousing platform architecture in this comprehensive conference talk from DSC ADRIA 2023. Learn about the fundamental components including blob storage, virtual warehouses, and virtual machines while exploring the cloud layer services and their lifecycle. Master query processing techniques, governance protocols, and licensing structures through detailed explanations and practical demonstrations. Understand the distinction between development and production environments, discover best practices for implementation, and explore advanced features that enhance data warehousing and data science workflows. Get hands-on experience by setting up a test account and learn how to optimize your data infrastructure using the Hebat approach.

Syllabus

Intro
Break
Snowflake
Architecture
Hebat approach
Blob Storage
Virtual Warehouse
Virtual Machine
Cloud Layer
Cloud Services
Life Cycle
Query Processing
Governance
Licensing
Timetable
Test Account
Best Practices
Advanced Features
Development vs Production

Taught by

Data Science Conference

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