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 |