Dataiku Optimizer for Snowflake

Leverage the power of Dataiku and Snowflake together to drive cost-effective and efficient data-driven initiatives with the ability to track your Dataiku-driven Snowflake consumption and optimize your usage.

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A suite of visualizations and performance recommendations for Snowflake/Dataiku administrators to understand and improve how Dataiku drives Snowflake usage across your organization.

- **Track Snowflake Spend**<br/>Monitor Snowflake warehouse and Cortex LLM usage driven by Dataiku projects.

- **Improve Performance**<br/>Identify Dataiku recipes that should use the Snowflake engine (but are not). Analyze Snowflake queries for poorly configured connections.

- **Test ML Models**<br/>Interact with ML Models trained in Dataiku and deployed to Snowflake.

*Note that this app requires a Dataiku instance connected to your Snowflake account. If not, the visualizations will be blank.*

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# About Dataiku

**Powering AI every day through seamless access to Snowflake**

Dataiku and Snowflake make AI capabilities accessible to business teams, helping deliver scalable analytics through quick and secure access to data, warehouses, and LLMs in Snowflake using the easy-to-use visual interface of Dataiku.

- **Natively use Snowflake data within Dataiku**<br/>Allow everyone to harness Snowflake's computing power and your data for all kinds of workloads.

- **Accelerate collaboration on data-driven projects**<br/>Enable seamless collaboration between domain and technical experts on AI and data-related projects.

- **Govern AI projects safely**<br/>Deploy AI solutions in a trusted and compliant manner, reducing the risks associated with data misuse.

搜集汇总

背景与挑战

背景概述

Dataiku Optimizer for Snowflake 是一个集成工具，帮助管理员通过可视化界面跟踪Snowflake消费、优化Dataiku驱动的查询性能，并测试部署在Snowflake的机器学习模型。它旨在提升组织内数据驱动项目的成本效益和效率，同时强化Dataiku与Snowflake的协作，以安全、合规的方式加速AI项目开发。