Modeling Unstructured Data Using Snowflake and Saturn Cloud
We are very excited to announce that we have collaborated with Snowflake, the cutting edge data storage solution, to produce a hands-on tutorial that you can use to train and use models based on unstructured data.
While many machine learning tasks work well with tabular data, data scientists in many industries and sectors need to model other types of data, such as images and videos, to achieve business goals.
Snowflake offers data structures that allow you to use these kinds of data and interact with them seamlessly, and in this guide you’ll learn how to integrate this Snowflake offering with Saturn Cloud, a data science and machine learning platform for scalable Python.
Our example involves image classification, and walks you through both setting up and populating your Snowflake database and also the modeling process on Saturn Cloud Hosted. Both accounts are free!
About Saturn Cloud
Saturn Cloud is your all-in-one solution for data science & ML development, deployment, and data pipelines in the cloud. Spin up a notebook with 4TB of RAM, add a GPU, connect to a distributed cluster of workers, and more. Join today and get 150 hours of free compute per month.