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Snowflake BUILD | Data Pipeline Monitoring With Snowflake Cortex ML-based Functions 

Snowflake Developers
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What if data engineers could use ML to forecast growth in their data pipelines, then identify outliers and trigger alerts when monitoring the health and performance of those pipelines? Or when monitoring data quality?
The new ML-based Snowflake Cortex functions, Forecasting and Anomaly Detection, empower data engineers to generate accurate forecasts of data volume growth and find outliers that should be investigated. They also help data engineers find unlikely-to-happen-again situations that can be excluded from data pipelines with just a couple of simple SQL commands. No ML expertise required.
Tune into this session from Snowflake BUILD to learn about Forecasting and Anomaly Detection. See an in-action demo on how they generate predictions and detect anomalies for a single time series or multiple time series.
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7 сен 2024

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Комментарии : 3   
@bond7891
@bond7891 8 месяцев назад
Thanks @Ellery for this great demo. Just out of curiosity, do we have a quickstart guide for this specific dataset and use case with all the steps to follow so that we can also do hands on and explore this great feature further.
@snowflakedevelopers
@snowflakedevelopers 8 месяцев назад
Thanks @bond7891 for your comment! How does this work for you? quickstarts.snowflake.com/guide/ml_forecasting_ad/
@bond7891
@bond7891 8 месяцев назад
@@snowflakedevelopers Thanks. This guide I already completed and frankly it's awesome👍So want to ask if you have any more use cases to explore further. Even if a problem statement would suffice and then I can further explore the solution via great capabilities of Snowflake.
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