In this quickstart, you will use Geospatial functions, Time Series, Cortex ML and Streamlit for Analytics, ML and AI use cases. The quickstart is broken up into separate labs:
- Lab 1: Geospatial 101
- Lab 2: Energy grids analysis using GEOMETRY
- Lab 3: Geocoding and Reverse Geocoding
- Lab 4: Forecasting time series on a map
- Lab 5: Sentiment analysis of customer reviews
- Lab 6: Processing unstructured geospatial data
When you complete this quickstart, you will have gained practical experience in several areas:
- Acquiring data from the Snowflake Marketplace
- Loading data from external storage
- Transforming data using H3 and Time Series functions
- Training models and predicting results with Cortex ML
- Using LLM for analysing textual data
- Using free datasets from Marketplace for geocoding and reverse geocoding
- Visualizing data with Streamlit
For prerequisites, environment setup, step-by-step guide and instructions, please refer to the QuickStart Guide.