Build a Climate Data Analysis Platform — System Design Interview Practice
Design a scientific data analysis platform that processes satellite imagery, analyzes geospatial data, runs climate models, and provides visualization dashboards. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Process satellite imageryRequirement
- Analyze geospatial datasetsRequirement
- Run climate modelsRequirement
- Detect environmental changesRequirement
- Perform time-series analysisRequirement
- Visualize results on mapsRequirement
- Handle petabyte-scale dataRequirement
- Collaborate with researchersRequirement
- gcpConcept to explore
- earth engineConcept to explore
- bigqueryConcept to explore
- scientific computingConcept to explore
- geospatialConcept to explore