GIS or Spatial Data Science: Get started today!

Рет қаралды 19,093

Күн бұрын

📖 My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️
Interested in spatial data science but not sure how to get started? In this video, I discuss what spatial data science is and how you can get started even if you don't have a background in programming or data science. We talk about what to learn and where to focus, and my tips and resources for getting started.
0:00 Intro
2:08 What is spatial data science?
4:49 Why is spatial data science growing?
7:36 Using SDS to advance your career
11:23 Learning spatial data science
12:12 Resources for learning SDS
14:15 Skills you need
16:17 Spatial data science vs. data science
Some of the resources from the video and others to get started:
PySAL Website and Tutorials: pysal.org/
Luc Anselin Spatial Data Science Definition: spatial.uchicago.edu/director...
CARTO Spatial Data Science Definition:
Geographic Data Science Book: geographicdata.science/book/i...
Luc Anselin Spatial Data Science Intro Video: • Week 1: Spatial Data, ...
Dani Arribas-Bel's Geographic Data Science Course: darribas.org/gds_course/conte...
75+ Geospatial Python and Spatial Data Science Resources and Guides: forrest.nyc/75-geospatial-pyt...
GeoDa Software: geodacenter.github.io/
#gis #sql #qgis #python #spatialdatascience
Other courses to get started with GIS, spatial data science, and data science (affiliate links):
Sign up for StrataScratch to practice real SQL and Python questions from top companies: stratascratch.com/?via=matthew
Geographic Information Systems (GIS) Specialization from UC Davis: imp.i384100.net/n1Kyxo
Spatial Data Science and Applications from Yonsei University: imp.i384100.net/9W6E6W
Python for Everybody from University of Michigan: imp.i384100.net/BX3P31
Google Data Analytics Professional Certificate: imp.i384100.net/oeKO9b
IBM Data Science Professional Certificate: imp.i384100.net/n1KyK6
➕ Follow me on LinkedIn: / mbforr
🎙️Check out the Modern GIS episode on the MapScaping Podcast: mapscaping.com/podcast/what-i...
🗞️ Modern GIS Newsletter on LinkedIn: / the-guide-to-modern-gi...
🌐 My personal website: forrest.nyc
🚀 My top links and resources: forrest.nyc/links-and-guides-...

Пікірлер: 47

@nontombisiro149 Жыл бұрын

The most relevant KZfaq channel in my life right now. Thank you.

@MattForrest Жыл бұрын

Wow that is amazing so glad to hear that!

@nurasarun Жыл бұрын

Thank you for such a great summary and information to get start on Spatial Data Science.

@MattForrest Жыл бұрын

Happy to help Sarun!

@akinremidamilare5953 Жыл бұрын

Thank you for this great piece Matt!

@MattForrest Жыл бұрын

Thank you Akinremi!

@dtae7855 11 ай бұрын

So much useful information! Thank you for the upload. I'm getting a minor in GIS. Sounds like I'm making a great move.

@MattForrest 6 ай бұрын

Amazing glad to hear it!

@jesuslunahuerta7945 2 жыл бұрын

Thanks for sharing. Super inspiring content!

@MattForrest 2 жыл бұрын

Thanks for watching!

@NicholasMoskov1 2 жыл бұрын

Great Video! Thank you So Much!

@MattForrest 2 жыл бұрын

Appreciate it!

@curtiswarren8239 Жыл бұрын

Great insights. Thank you.

@MattForrest Жыл бұрын

Glad to hear it!

@CarlosGomez-fj8bz Жыл бұрын

Thanks Matt! I will take your advice

@MattForrest Жыл бұрын

Nice glad to hear that!

@joec5382 2 жыл бұрын

Great video Matt! 👌

@MattForrest 2 жыл бұрын

Thanks Joe!

@earlchristianyu1180 Жыл бұрын

Thank you very much for this video

@MattForrest Жыл бұрын

Glad to hear it!

@Valivetirambabu Жыл бұрын

Great to landed up here on your page Matt !! I am very much focused and interested in Geo-Spatial Data Science, Infact I have completed my Masters in Remote Sensing and GIS recently, Currently working as a research Assistant in Urban Innovation and Sustainability department. I am very intrested in PhD in geospatial data science, but I am at a junction whether to try for a PhD or continue my job and learn and publish a couple of articles and papers and then move ahead ? What would you suggest Thanks for your time

@MattForrest Жыл бұрын

So it really depends I think. I did not go the academic route but if you have a passion for research I think that makes sense. I have seen many people transition into the job market with some of the skills you have too. So in short I depends what you want to focus on, which may not be the most helpful but I hope it helped!

@surveyor_dk 4 ай бұрын

Nice work brother. I learn a lot from your channel.. Please, do a tutorial for SQL for beginners..

@nktechnical_9966 4 ай бұрын

I agree, he is so helpful

@MattForrest Ай бұрын

Noted!

@ekolenelsonbetobe4711 10 ай бұрын

Thanks Matt for the explicit lectures. I am interested in spatial data analysis regarding wildlife and other ecological works. Do you have tailored videos just for this? I wish to improve my skills in this domain, Thanks once again.

@MattForrest 6 ай бұрын

Not yet but I can see what I can do. In the meantime check out the datasets here - gee-community-catalog.org/

@mohamedalfatehabdrahim9634 Жыл бұрын

Hi, Matt thank you very much please if you can create playlist tutorial for spatial data science.

@MattForrest Жыл бұрын

Hey check out my video on Python for GIS there are tons of great and mostly free resources there!

@eslamfarag2979 2 жыл бұрын

hanks a lot for sharing such a great experience. I have completed my Python course, I have good knowledge of Pandas, Geopandas, and SQLite. Also, I have +9 years of experience with GIS. However, this kind of career does not even exist in Egypt, I'm trying to land a remote job in the U.S while I'm living in Egypt. I'm willing to relocate to the U.S. However, I prefer to work remotely from Egypt. Do you have any ideas/suggestions/knowledge about this? I hope that you could help me with this. Thanks a lot for your help and consideration.

@MattForrest 2 жыл бұрын

So a few things that might help: 1. Make sure you have a portfolio that showcase your work, specifically analysis in the US or a market you are interested in. This shows you have some local knowledge and that you will go the extra mile since you built your own portfolio. 2. Make sure your projects stand out. Showcasing that you know the tools is great, but showing an interesting analysis is better. For example “Predicting neighborhoods to buy homes in Salt Lake City” is good, but “The top 10 homes to flip in Salt Lake City” is better. 3. Reach out to prospective employers. Many roles in modern GIS are not posted and are found through connections. Building a network on LinkedIn is a great place to start. 4. Try and find some work on a freelance site to show some work experience in the US or another country as well. More and more I have heard of companies moving beyond their traditional hiring geographies so making sure you put in the extra effort is a key step. Hope this helps!

@a.moumenmz8068 Жыл бұрын

thank you for this great guide sir, i have a question what is the difference between spatial data science and geospatial data science ?

@MattForrest Жыл бұрын

No difference, just different naming styles.

@Shivamsingh-nr7zr 2 жыл бұрын

Dear sir, Is it possible to study river channel avulsion via gis, satellite images??

@MattForrest Жыл бұрын

Yes definitely!

@gobajoseph5064 2 жыл бұрын

J'aime votre contenu

@MattForrest 2 жыл бұрын

Merci!

@tigistadisu9725 Жыл бұрын

please show as how to predefined point in a given area/district level

@MattForrest Ай бұрын

Not sure what the question is here…

@lydiamarker2229 Жыл бұрын

What programs (masters/certificates) would you recommend?

@MattForrest Жыл бұрын

There are tons of options but it has been a while since I left school so I tend to know more about online courses, although I am partial to UW-Madison Geography since I went there!

@vrushabhingle7766 2 жыл бұрын

Sir what should i do for GIS Developer can you advise me

@MattForrest 2 жыл бұрын

Are you doing frontend development or what type of dev?

@YasinNabi 2 жыл бұрын

You always have an excuse that stops you from starting a business, Then you are the one to demolish the excuses and get started ! a fellow creator;';';';

@MattForrest Жыл бұрын

Thanks!

@gobajoseph5064 2 жыл бұрын

Pouvez vous svp le sous titré merci bcoup

@MattForrest 2 жыл бұрын

Je crois que la vidéo a les traductions en anglais, et vous pouvez traduire automatiquement en français.