Ujaval Gandhi @spatialthoughts
Educator | Founder @ Spatial Thoughts | Helping people learn and master geospatial tech - #QGIS, #Python, #GDAL, #EarthEngine | Ex-Google spatialthoughts.com Joined May 2010-
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@aman_bagrecha Scary. Could you figure out where did you get it from?
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“You can outsource your thinking, but you can’t outsource your understanding.” This quote by Andrej Karpathy perfectly summarizes how I feel we should use AI. As we all grapple with the new reality, I found it useful to write down my thoughts spatialthoughts.com/2026/05/12/ref…
Launching our new workshop to teach the basics of Git, GitHub, and Web Development for complete beginners. Join the instructor-led online session where you will build your portfolio website guided by experts alongside a global group of peers. Sign up at ➡️spatialthoughts.com/events/geospat…
@postholer Of course, there are many ways to skin the cat and GDAL is one of my favourites. My point was that Python+DuckDb+LLMs provide one of the least intimidating and rewarding paths for learning SQL for beginners.
New Post: Learning SQL with DuckDB with example workflows and geospatial Python users. spatialthoughts.com/2026/05/05/lea….
@sumukh_ramesh @Malay4Product Yes. Glad to see this launch. Wishing all the best to the team.
I installed Clicky and tried it with QGIS. I think this is one of the best 'AI' integrations I have seen that will genuinely improve the learning experience. See my video demo of a real geospatial use case. youtube.com/watch?v=9w3wzv…
I built this thing called Clicky. It's an AI teacher that lives as a buddy next to your cursor. It can see your screen, talk to you, and even point at stuff, kinda like having a real teacher next to you. I've been using it the past few days to learn Davinci Resolve, 10/10.
We offer one of the most affordable QGIS certification programs globally. If you are looking to upskill yourself and earn official QGIS certification, join our upcoming cohort of the Advanced QGIS course starting on 23 April. Details at spatialthoughts.com/events/advance…
Wanted a teaching aid to explain the RTree spatial index to my class, so vibe-coded an interactive app to visualize and explain the concepts using shapely's STRtree implementation. spatialthoughts.github.io/mini-apps/spat…
New Tutorial: Working with the newly released Google Groundsource flood archive data derived from news articles spanning 25 years and containing over 2.6 million records. Learn how to efficiently work with this data using #Python youtube.com/watch?v=lJHKkL…
@chaitherapyamit Paid version (Pro plan). Totally worth it. Workflow is documented in detailed in the post linked above.
I built a tool for my small business that would have been unthinkable just a few months ago. Claude Code handled data wrangling like a Pro and built a useful internal tool that helps me run my training academy better. Read more spatialthoughts.com/2026/03/20/tra…
@youwillmakemaps Absolutely amazing. Tried it with the map we use for our Introduction to QGIS class. The UI is surprisingly usable and intuitive. Love the design aesthetic as well!
Registration for the upcoming cohort of the Python Foundation for Spatial Analysis Course by Spatial Thoughts is now open. This will be a paid instructor-led live online class suitable for beginners. View schedule and register at spatialthoughts.com/events/python-…
If you have a bunch of local rasters and you need to process them efficiently, XArray is a great solution. New tutorial on extracting yearly NDVI/EVI time-series from downloaded MODIS files ➡️ youtube.com/watch?v=UZlF8i…
@RamSeraph Awesome. Thanks for your amazing contribution in making Indian geospatial data accessible.
How can we get kids excited about coding? I have been exploring the idea of using AI-coding tools to help kids learn the fundamentals of programming! I recorded a fun video with my daughter of one of our 'Claude' sessions youtube.com/watch?v=eb6PRC…
@Thangaul Obsidian. They were Markdown files in a folder.
Claude Code helped me with a long-overdue personal project to organize my bookmarks into a searchable site. It fetched info, organized it and made a nice Mkdocs website and push it on Github! Couldn't have imagined it possible just a few months ago! spatialthoughts.github.io/notes/
@ismailsunni Ya. Still a bit wary of OpenClaw! After a few months of tinkering now I felt confident with Claude Code and gave it access to my credentials. Maybe in time, though..
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