Quickstarts

Use the following quickstarts to help you get up to speed with Snowflake ML.

Quickstart

Topic

Level

Available in Free Trial

Accompanying Video

Featured Capabilities

Getting started with Snowflake ML (https://quickstarts.snowflake.com/guide/intro_to_machine_learning_with_snowpark_ml_for_python/#0)

End-to-End

Beginner

Yes

N/A

Notebooks, Container Runtime, Feature Store, Model Registry, ML Explainability

Getting Started with Snowflake Container Runtime (https://quickstarts.snowflake.com/guide/notebook-container-runtime/index.html#3)

Model Development

Beginner

No

N/A

Notebooks, Container Runtime

Train an XGBoost Model with GPUs using Snowflake Notebooks (https://quickstarts.snowflake.com/guide/train-an-xgboost-model-with-gpus-using-snowflake-notebooks/index.html#0)

End-to-End

Advanced

No

Accelerate the training of an XGBoost model with GPUs on Snowflake Notebooks (link removed)

Notebooks, Container Runtime

Scale Embeddings with Snowflake Notebooks on Container Runtime (https://quickstarts.snowflake.com/guide/scale-embeddings-with-snowflake-notebooks-on-container-runtime/index.html?index=..%2F..index#0)

Model Development

Advanced

No

Converting Data into Vector Representations (link removed)

Notebooks, Container Runtime

Getting Started with Distributed PyTorch with Snowflake Notebooks (https://quickstarts.snowflake.com/guide/getting-started-with-running-distributed-pytorch-models-on-snowflake/#0)

End-to-End

Advanced

No

Getting Under the Hood of Snowflake ML (https://youtu.be/9uqcNBIY14g?t=286)

Notebooks, Container Runtime, Model Registry, Streamlit in Snowflake

Defect Detection Using Distributed PyTorch with Snowflake Notebooks (https://quickstarts.snowflake.com/guide/defect_detection_using_distributed_pyTorch_with_snowflake_notebooks/index.html?index=..%2F..index#0)

End-to-End

Advanced

No

Using Snowflake ML to Build Computer Vision Models (link removed)

Notebooks, Container Runtime, Model Registry, Streamlit in Snowflake

Introduction to Snowflake Feature Store with Snowflake Notebooks (https://quickstarts.snowflake.com/guide/intro-to-feature-store/index.html#0)

MLOps

Beginner

Yes

N/A

Notebooks, Feature Store

Getting Started with Snowflake Feature Store API (https://quickstarts.snowflake.com/guide/overview-of-feature-store-api/index.html?index=..%2F..index#3)

MLOps

Beginner

Yes

N/A

Notebooks, Feature Store

Develop and Manage ML Models with Feature Store and Model Registry (https://quickstarts.snowflake.com/guide/develop-and-manage-ml-models-with-feature-store-and-model-registry/index.html?index=..%2F..index#3)

MLOps

Advanced

Yes

Snowflake Feature Store (https://youtu.be/5zXP6Kj5gM4?t=1039)

Notebooks, Feature Store, Model Registry

Getting Started with ML Observability in Snowflake (https://quickstarts.snowflake.com/guide/getting-started-with-ml-observability-in-snowflake/index.html#3)

MLOps

Beginner

Yes

N/A

Notebooks, Model Registry, ML Observability

Language: English