Spatial Stack with Matt Forrest

Matt Forrest

Welcome to The Spatial Stack, where modern geospatial technology takes center stage. Our episodes feature interviews with leading experts, insightful discussions on the integration of AI and big data in spatial tech, and case studies on groundbreaking projects worldwide. Tune in to stay ahead in the rapidly evolving world of geospatial technology!

  1. Building Smarter Pipelines for AI, Maps, and ML with Airflow

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    Building Smarter Pipelines for AI, Maps, and ML with Airflow

    If you’re working with spatial data, AI workflows, or massive batch jobs, you’ve probably hacked together more than a few pipelines. But what if there’s a better way? In this episode, I sit down with Kenten Danas, Senior Manager of Developer Relations at ‪@Astronomer‬ to explore how Apache Airflow powers the modern data stack including real-world geospatial and climate risk modeling pipelines. We cover: What Airflow actually is (and why it’s everywhere)How it’s used in geospatial pipelines, AI, and LLM workflowsNew features in Airflow 3.0 like assets, remote execution, and backfillsWhy orchestration is the key to scalable spatial data processingTools like the Airflow AI SDK that make LLM pipelines easier to manage Links from the show: Astronomer Academy (with courses + certifications): https://academy.astronomer.io/Astronomer Webinars: https://www.astronomer.io/events/webi...Astro CLI (for running Airflow locally): https://www.astronomer.io/docs/astro/...Free trial of Astro: https://www.astronomer.io/lp/signup/Airflow AI SDK (open source Python SDK for working with LLMs from Airflow): https://github.com/astronomer/airflow...Vibrant Planet Geospatial + ML Airflow use case: https://www.astronomer.io/blog/airflo... Whether you're building spatial features for machine learning or just want a more reliable way to manage your data workflows this is the episode for you.

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Welcome to The Spatial Stack, where modern geospatial technology takes center stage. Our episodes feature interviews with leading experts, insightful discussions on the integration of AI and big data in spatial tech, and case studies on groundbreaking projects worldwide. Tune in to stay ahead in the rapidly evolving world of geospatial technology!

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