# Step-by-Step Guide to Building a Machine Learning Application with RAPIDS

**URL:** <https://forums.developer.nvidia.com/t/step-by-step-guide-to-building-a-machine-learning-application-with-rapids/214732>\
**Category:** Technical Blog\
**Created:** [May 17, 2022, 5:28pm UTC](https://forums.developer.nvidia.com/t/step-by-step-guide-to-building-a-machine-learning-application-with-rapids/214732 "2022-05-17T17:28:52Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![jwitsoe](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/jwitsoe/32/16591_2.png) [@jwitsoe](https://forums.developer.nvidia.com/u/jwitsoe)\
**Post date:** [May 17, 2022, 5:28pm UTC](https://forums.developer.nvidia.com/t/step-by-step-guide-to-building-a-machine-learning-application-with-rapids/214732/1 "2022-05-17T17:28:52Z")

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Originally published at: [https://developer.nvidia.com/blog/step-by-step-guide-to-building-a-machine-learning-application-with-rapids/](https://developer.nvidia.com/blog/step-by-step-guide-to-building-a-machine-learning-application-with-rapids/)  
   
Here’s how you can quickly get up-and-running using RAPIDS machine learning pipeline with the NVIDIA NGC catalog and Google Vertex AI.