SOLUTIONS
Snowflake with Plotly
Snowflake is a cloud-based data warehouse service. Plotly has partnered with Snowflake to ensure Dash is the ideal front-end for your Snowflake database. Using Snowflake and Dash together ensures the delivery of production-grade data apps that use real-time machine learning and AI processes.
Snowflake Data Apps Built with Dash Enterprise
Dash provides a friendly Python interface for creating flexible, interactive, and customizable apps that connect directly to your analytics code.
Demo App: Interest Rate Modeling
- Querying data from a Snowflake Data Warehouse, this app trains and evaluates a L2 regression (Ridge) model for predicting the interest rates of loans based on various factors.
Demo App: Beyond BI - AI and ML with Snowflake and Dash
- Designed to search and analyze over half a million user reviews from Amazon, this app utilizes Snowflake to efficiently search through 568,444 reviews.
Demo App: Machine Learning for Loan Grade Analysis
- This app connects and queries from Snowflake databases, using pre-trained Decision Tree Classifiers to perform real-time predictions on tabular data.
Architecture
Dask enables your production-grade Dash application to load and process very large datasets or models using distributed computing with familiar Python data science tools.
