GEOSPATIAL ANALYTICS WITH DATABRICKS
FROM ZERO TO HERO IN 2 DAYS Live, 4x half-day, instructor-led trainingNext event: 13-16 October, 202514:00-18:00 CEST/13:00-17:00 BST/8:00-12:00 EDT
GEOSPATIAL ANALYTICS WITH DATABRICKS
FROM ZERO TO HERO IN 2 DAYS Live, 4x half-day, instructor-led trainingNext event: 13-16 October, 202514:00-18:00 CEST/13:00-17:00 BST/8:00-12:00 EDT
LEVEL UP YOUR GIS SKILLS
This training is for you if:
- Your work involves managing and understanding GIS data
- You understand geospatial analytics basics but want to put theory into practice
- You want to uncover new ways of using GIS data for smart solutions
- You are new to the Databricks Data Intelligence Platform and want to leverage its capabilities to work with geospatial data
In our Geospatial Analytics training, you’ll learn about:
- Fundamentals of geospatial data and analysis (data types, file formats, transformations, GeoPandas).
- How Databricks fits into the landscape of a geospatial data stack.
- How the H3 spatial index helps join billions of geometries.
- Practical use of the various tools available within a real-life use case scenario.
- Using the Mosaic library and visualizing data with Databricks.
- Large-scale geospatial data processing with Spark, Combining Raster and Vector data.
Training outline
Module 1
Fundamentals of geospatial data and analysis
- Geospatial data types and file formats
- Geometries and transformations
- Reading, transforming and writing data with GeoPandas and Rasterio
- Perform analytics using GeoPandas
Module 2
Sample use case implementation
- Sample use case: identifying green areas in cities
- Reading and visualizing satellite data
- Analyzing NDVI map data
- Performing spatial clustering
Module 3
Scaling of geospatial workloads
- Spatial indexing using H3
- Distributed computing using Apache Spark
- Introduction to the Mosaic library
- Visualizing data with Databricks
- Applying the Lakehouse principle with geospatial data
REGISTER FOR THE UPCOMING TRAINING
$1,200+VAT (if applicable) per participant.Group discount: 10% for 3 or more participants.Capacity is limited to 15 participants.
