This podcast explores the concept of unstructured data and its various types, the importance of human oversight in object detection models, analyzing unstructured data through sentiment analysis and knowledge graphs, understanding edge computing and its impact on metadata management, continuous training and data validation challenges, and the difficulties in managing unstructured data and the potential of integrating with various APIs for data analysis.

Discussion on modern GIS, including the importance of open interoperable standards and cloud-based technology, the journey from geography to VP of Solutions Engineering, the entrepreneurial mindset, overcoming overwhelm in the GIS industry, trends in the geospatial world, and advocating for a modern approach to GIS.

FOSS4G is the acronym for Free and Open Source Software for Geospatial. It is the annual recurring global event hosted by OSGeo, the non-profit organization that supports and promotes the collaborative development of free and open-source geographic technologies and open geospatial data.   find out more at https://2022.foss4g.org/   Early bird registration, for onsite and online: * https://2022.foss4g.org/registration_onsite.php * https://2022.foss4g.org/registration_online.php Travel grant program: * https://2022.foss4g.org/travel_grant_programme.php   More podcast episodes on Open Source Geospatial tools can be found on our website https://mapscaping.com/podcasts/   Consider supporting this podcast on Patreon  https://www.patreon.com/MapScaping?   Or go to MapScaping.com to find out about sponsoring our website reach out on Twitter https://twitter.com/MapScaping or LinkedIn https://www.linkedin.com/in/danielodonohue/ 

Tom MacWright is building a web-based mapping tool into a business and you are probably thinking, wait, don't we have those already?    So why is he building a new one?  and why take the risk of trying to build it as a business? This is an open and honest discussion that is relevant for anyone with an idea to make something new.    You can catch Tom here  https://macwright.com/  or on Twitter @tmcw And check out Placemark.io     Consider supporting this podcast on Patreon  https://www.patreon.com/MapScaping?   Or go to MapScaping.com to find out about sponsoring our website reach out on Twitter https://twitter.com/MapScaping or LinkedIn https://www.linkedin.com/in/danielodonohue/     

The podcast discusses the concept of digital twins and their applications, the importance of real-time data, and the enablers of digital twins. It explores different ways to engage with digital twins, the role of geospatial technology in creating virtual worlds, and the potential of digital twins in various industries.

Wouldn't it be great to be able to turn your Python scripts into business? this episode is about a platform that can help you do that.   Jakub Dziwisz -Founder & CEO @ Orbify, http://orbify.com   Consider supporting this podcast on Patreon  https://www.patreon.com/MapScaping?   Or go to MapScaping.com to find out about sponsoring our website   reach out on Twitter https://twitter.com/MapScaping or LinkedIn https://www.linkedin.com/in/danielodonohue/     

This is Eric Jensen's story about how he moved from academia to the private sector. This story involves informational interviews, social media, networking, a personal website, professional podcasts, and a fancy CV template ... but it all started with the understanding that it was time to move on.   Eric Jensen on Twitter https://twitter.com/RangeSpatialist   Consider supporting this podcast on Patreon  https://www.patreon.com/MapScaping?   Or go to MapScaping.com to find out about sponsoring our website   reach out on Twitter https://twitter.com/MapScaping or LinkedIn https://www.linkedin.com/in/danielodonohue/     

Well if the title does not grab your attention then this episode is not for you! This episode is all about using AI to generate satellite imagery using generative adversarial networks ( GANs ). That might sound scary if you have not used to working with AI but Ron Hagensieker does a brilliant job of walking us through the concept and the process. Ron is the founder and CEO of OSIR.IO and you can reach out to him here: ron@osir.io   The Colab can be found here: https://colab.research.google.com/drive/1pHdPcJTT8khavFUbiha6JbnhDG2T048L#scrollTo=LBbFBh0TIZ2H   This is the website that Ron made http://thiscitydoesnotexist.com/   Some more examples of artificially generated images can be found here  https://thisxdoesnotexist.com/     A podcast about Super Resolution https://mapscaping.com/podcast/super-resolution-smarter-upsampling/   A podcast about Open Source Intelligence https://mapscaping.com/podcast/the-role-of-geospatial-in-open-source-intelligence/   Consider supporting this podcast on Patreon  https://www.patreon.com/MapScaping?   Or go to MapScaping.com to find out about sponsoring our website   reach out on Twitter https://twitter.com/MapScaping or LinkedIn https://www.linkedin.com/in/danielodonohue/ 

What is cloud-native geospatial? what are the components of a cloud-native environment? where are we now and what does this mean for the future of our industry.    Chris Holmes https://twitter.com/opencholmes https://cholmes.medium.com/   Support the podcast on Patreon! https://www.patreon.com/MapScaping   Podcast episode related to Cloud Native Geospatial  Googel's Big Query https://mapscaping.com/podcast/google-bigquery-gis-geospatial-in-the-cloud/  Google Earth Engine https://mapscaping.com/podcast/introducing-google-earth-engine/ Microsoft's Planetary Computer https://mapscaping.com/podcast/the-planetary-computer/   Reach out to me at MapScaping.com! https://mapscaping.com/    

This is the story of how a computational chemist moved away from academia and into the geospatial industry and then started to build a brand around creating beautiful maps using python.    DR. ADAM SYMINGTON https://twitter.com/pythonmaps https://www.linkedin.com/in/adam-symington/   Please consider supporting this podcast on Patreon! https://www.patreon.com/MapScaping?   A podcast episode about Python that you might enjoy https://mapscaping.com/podcast/geospatial-python/   A great emails newsletter that is worth a look https://actualcontrol.substack.com/   Hydroshed Data https://www.hydrosheds.org/   Happy to connect on Twitter or LinkedIn! https://twitter.com/MapScaping https://www.linkedin.com/in/danielodonohue/