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Data applications developers need a data stack architecture with built-in scalability and connectivity. A cloud data platform delivers the performance and nearly infinite autoscaling needed to launch and scale applications quickly and cost-effectively. The Snowflake Cloud Data Platform provides high-performance and unlimited concurrency, scalability with true elasticity, SQL for structured and semi-structured data, and automatic provisioning, availability, tuning, and data protection that takes the operational burden off SRE/ DevOps teams. Most importantly, Snowflake ensures seamless connections to third-party platforms and APIs, easily fitting in with existing environments.
This ebook provides detailed reference architectures for seven use cases and design patterns, including:
- Serverless Data Stack
- Streaming Data Stack
- Machine Learning and Data Science
- Application Health and Security Analytics
- Customer 360
- Embedded Analytics