Snowflake Assets

Comprehensive implementation guides, best practices, and reusable templates for Snowflake Data Cloud platform deployments.

33
Total Assets
12
Categories
4
Data Engineering
3
ML & AI Guides

Quick Access - Popular Assets

Architecture Overview

Comprehensive overview of Snowflake's unique architecture including compute, storage, and cloud services layers.

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Data Loading Guide

Best practices for loading data into Snowflake using COPY, Snowpipe, and other methods.

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Query Optimization Guide

Techniques for optimizing query performance in Snowflake.

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Cortex AI Guide

Leveraging Snowflake Cortex for AI/ML capabilities within the platform.

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Foundation & Architecture

Core architectural patterns and foundational guides for Snowflake implementation

Architecture Overview

Comprehensive overview of Snowflake's unique multi-cluster shared data architecture.

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Account Setup Guide

Step-by-step guide for setting up and configuring Snowflake accounts.

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Virtual Warehouse Guide

Best practices for sizing, configuring, and managing virtual warehouses.

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Data Engineering

Data engineering patterns and best practices for Snowflake

Data Loading Guide

Comprehensive guide to loading data using COPY, Snowpipe, and bulk loading.

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Data Transformation Guide

Best practices for data transformation within Snowflake.

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External Tables Guide

Working with external tables and data lake integration.

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Snowpark Guide

Building data pipelines and applications with Snowpark.

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Dynamic Tables & Streams

Real-time data processing with dynamic tables, streams, and tasks

Dynamic Tables Guide

Implementing declarative data pipelines with dynamic tables.

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Streams & Tasks Guide

Change data capture with streams and automated processing with tasks.

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Task Orchestration Guide

Building complex workflows with task dependencies and DAGs.

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Data Warehousing

Data modeling and SQL best practices for Snowflake

Data Modeling Guide

Best practices for dimensional modeling and data vault in Snowflake.

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Materialized Views Guide

Using materialized views for query acceleration.

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SQL Best Practices

Writing efficient and maintainable SQL in Snowflake.

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Data Governance

Access control, classification, and compliance for Snowflake

Access Control Guide

Implementing role-based access control and security policies.

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Data Classification Guide

Classifying and tagging sensitive data in Snowflake.

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Audit & Compliance Guide

Meeting compliance requirements with Snowflake audit capabilities.

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Data Sharing

Secure data sharing, marketplace, and cross-cloud replication

Data Sharing Guide

Implementing secure data sharing with customers and partners.

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Marketplace Guide

Publishing and consuming data products on Snowflake Marketplace.

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Cross-Cloud Replication Guide

Replicating data across regions and cloud providers.

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BI & Analytics

Business intelligence integration and analytics applications

BI Integration Guide

Connecting Snowflake to popular BI tools like Tableau and Power BI.

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Streamlit Apps Guide

Building interactive data applications with Streamlit in Snowflake.

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Dashboard Design Guide

Best practices for designing effective dashboards with Snowflake data.

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Machine Learning

ML integration and Cortex AI capabilities in Snowflake

ML Integration Guide

Integrating machine learning workflows with Snowflake.

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Cortex AI Guide

Leveraging Snowflake Cortex for LLM and AI capabilities.

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Security & Access

Network security, authentication, and access management

Network Security Guide

Configuring network policies, private connectivity, and firewall rules.

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Authentication Guide

Implementing SSO, MFA, and key-pair authentication.

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DevOps & Deployment

CI/CD pipelines and environment management for Snowflake

CI/CD Guide

Building CI/CD pipelines for Snowflake deployments.

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Environment Management Guide

Managing development, staging, and production environments.

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Performance & Cost

Query optimization and cost management strategies

Query Optimization Guide

Techniques for improving query performance and reducing compute costs.

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Cost Management Guide

Strategies for monitoring and optimizing Snowflake costs.

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Operations

Monitoring, alerting, and disaster recovery

Monitoring & Alerting Guide

Setting up monitoring dashboards and alerts for Snowflake.

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Disaster Recovery Guide

Business continuity and disaster recovery strategies for Snowflake.

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