[Udemy] Geospatial Data Science with R

Category Other
Type Tutorials
Language English
Total size 413.4 MB
Uploaded By SunRiseZone

Downloads 390
Last checked 2 days ago
Date uploaded 1 year ago
Seeders 20
Leechers 5

Infohash : 7524A7D3E13470468504180127CE97BB859A173F

📝 Request a Course: 👉 docs.google.com/forms

🔗 Official Course URL: udemy.com/course/geospatial-datascience-r/

📘 Course Overview:
Embark on a comprehensive journey into the world of geospatial data science with Geospatial Data Science with R . Designed for all skill levels, this course equips you with the knowledge to effectively work with spatial data for real-world applications, using the open-source R programming environment.

📖 What You'll Learn:
- 🛠️ Setup R Environment: Best practices for setting up RStudio, R Projects, and R Markdown.
- 📚 R Fundamentals: Syntax, data structures, and functions for spatial analysis.
- 🌍 Understanding Spatial Data: Differentiate between vector and raster formats.
- 📈 Handling Large Spatial Datasets: Techniques for managing data exceeding RAM limits.
- 🗺️ Coordinate Reference Systems: Appropriate selection and application of CRS.
- ✏️ Vector Data Manipulation: Geometry and spatial operations on vector data.
- 🖼️ Raster Data Analysis: Summarizing raster data for information extraction.
- 📝 Automated Data Workflows: Scripting to process and visualize geospatial data.
- 🎨 Creating Visualizations: Develop interactive maps and visualizations.

🎯 Course Benefits:
- ✅ Expert Instruction: Learn from Dr. Xiao Ping Song, an experienced educator and researcher.
- ✅ Hands-on Learning: Engage with downloadable code notebooks and step-by-step walkthroughs.
- ✅ Resource Access: Obtain all slides as downloadable PDFs and enjoy lifetime course updates.
- ✅ Certification: Earn a certificate of completion to validate your skills.

⏱️ Total Hours of Course: 4 hours 0 minutes

🗃️ Course Size: 413.3 MB

🔤 Subtitles: English, Persian

Who is this course for? Ideal for beginners stepping into coding through geospatial data, researchers, or developers keen on leveraging spatial data within the R ecosystem.

                Files: 

                Geospatial Data Science with R
001-Welcome-YMwt-english-onehack.us.srt (6.0 KB)
001-Welcome-YMwt-onehack.us.mp4 (10.0 MB)
001-Welcome-YMwt-persian-onehack.us.srt (7.7 KB)
002-A-quick-heads-up-hxkW-english-onehack.us.srt (0.1 KB)
002-A-quick-heads-up-hxkW-onehack.us.mp4 (3.0 MB)
002-A-quick-heads-up-hxkW-persian-onehack.us.srt (3.0 KB)
003-Install-R-and-RStudio-aDM4-english-onehack.us.srt (1.2 KB)
003-Install-R-and-RStudio-aDM4-onehack.us.mp4 (1.4 MB)
003-Install-R-and-RStudio-aDM4-persian-onehack.us.srt (1.6 KB)
006-About-R-jVhB-english-onehack.us.srt (4.7 KB)
006-About-R-jVhB-onehack.us.mp4 (3.1 MB)
006-About-R-jVhB-persian-onehack.us.srt (6.1 KB)
007-Getting-started-scma-english-onehack.us.srt (6.8 KB)
007-Getting-started-scma-onehack.us.mp4 (7.1 MB)
007-Getting-started-scma-persian-onehack.us.srt (8.7 KB)
009-R-Notebooks-sTLu-english-onehack.us.srt (10.1 KB)
009-R-Notebooks-sTLu-onehack.us.mp4 (12.2 MB)
009-R-Notebooks-sTLu-persian-onehack.us.srt (13.1 KB)
010-R-Projects-BV9h-english-onehack.us.srt (12.5 KB)
010-R-Projects-BV9h-onehack.us.mp4 (16.2 MB)
010-R-Projects-BV9h-persian-onehack.us.srt (15.7 KB)
011-General-syntax-MjKI-english-onehack.us.srt (0.1 KB)
011-General-syntax-MjKI-onehack.us.mp4 (9.7 MB)
011-General-syntax-MjKI-persian-onehack.us.srt (11.8 KB)
012-Data-structures-PrVv-english-onehack.us.srt (0.1 KB)
012-Data-structures-PrVv-onehack.us.mp4 (18.1 MB)
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013-Subsetting-operations-Odrl-onehack.us.mp4 (9.8 MB)
014-Functions-q9LW-english-onehack.us.srt (33.3 KB)
014-Functions-q9LW-onehack.us.mp4 (27.2 MB)
014-Functions-q9LW-persian-onehack.us.srt (41.1 KB)
016-The-tidyverse-wK3o-english-onehack.us.srt (13.3 KB)
016-The-tidyverse-wK3o-onehack.us.mp4 (9.9 MB)
016-The-tidyverse-wK3o-persian-onehack.us.srt (16.5 KB)
017-The-tidyverse-Example-s5og-english-onehack.us.srt (20.8 KB)
017-The-tidyverse-Example-s5og-onehack.us.mp4 (15.6 MB)
017-The-tidyverse-Example-s5og-persian-onehack.us.srt (25.9 KB)
018-Week-1-Notes-and-exercises-008G-english-onehack.us.srt (4.5 KB)
018-Week-1-Notes-and-exercises-008G-onehack.us.mp4 (7.0 MB)
018-Week-1-Notes-and-exercises-008G-persian-onehack.us.srt (6.3 KB)
021-Representing-spatial-data-CIWB-english-onehack.us.srt (7.0 KB)
021-Representing-spatial-data-CIWB-onehack.us.mp4 (5.3 MB)
021-Representing-spatial-data-CIWB-persian-onehack.us.srt (9.0 KB)
022-Set-up-R-environment-fkBR-english-onehack.us.srt (6.6 KB)
022-Set-up-R-environment-fkBR-onehack.us.mp4 (6.1 MB)
022-Set-up-R-environment-fkBR-persian-onehack.us.srt (8.6 KB)
023-Working-with-vectors-2Dlt-english-onehack.us.srt (9.9 KB)
023-Working-with-vectors-2Dlt-onehack.us.mp4 (9.5 MB)
023-Working-with-vectors-2Dlt-persian-onehack.us.srt (12.4 KB)
024-Vectors-Points-USGi-english-onehack.us.srt (0.1 KB)
024-Vectors-Points-USGi-onehack.us.mp4 (18.8 MB)
024-Vectors-Points-USGi-persian-onehack.us.srt (24.2 KB)
025-Vectors-Lines-EqK0-english-onehack.us.srt (4.4 KB)
025-Vectors-Lines-EqK0-onehack.us.mp4 (4.6 MB)
025-Vectors-Lines-EqK0-persian-onehack.us.srt (5.7 KB)
026-Vectors-Polygons-qHj1-english-onehack.us.srt (18.9 KB)
026-Vectors-Polygons-qHj1-onehack.us.mp4 (15.9 MB)
026-Vectors-Polygons-qHj1-persian-onehack.us.srt (24.0 KB)
027-Vectors-Geometry-operations-Av94-english-onehack.us.srt (22.1 KB)
027-Vectors-Geometry-operations-Av94-onehack.us.mp4 (18.9 MB)
027-Vectors-Geometry-operations-Av94-persian-onehack.us.srt (27.6 KB)
028-Vectors-Spatial-operations-hQ27-english-onehack.us.srt (14.1 KB)
028-Vectors-Spatial-operations-hQ27-onehack.us.mp4 (12.8 MB)
028-Vectors-Spatial-operations-hQ27-persian-onehack.us.srt (17.4 KB)
029-Working-with-rasters-DQH5-english-onehack.us.srt (29.7 KB)
029-Working-with-rasters-DQH5-onehack.us.mp4 (26.6 MB)
029-Working-with-rasters-DQH5-persian-onehack.us.srt (37.5 KB)
030-Convert-between-vectors-and-rasters-2nj9-english-onehack.us.srt (0.1 KB)
030-Convert-between-vectors-and-rasters-2nj9-onehack.us.mp4 (13.1 MB)
030-Convert-between-vectors-and-rasters-2nj9-persian-onehack.us.srt (17.0 KB)
031-Week-2-Notes-and-exercises-4hRS-english-onehack.us.srt (9.9 KB)
031-Week-2-Notes-and-exercises-4hRS-onehack.us.mp4 (14.0 MB)
031-Week-2-Notes-and-exercises-4hRS-persian-onehack.us.srt (12.7 KB)
034-Section-overview-suwB-english-onehack.us.srt (2.5 KB)
034-Section-overview-suwB-onehack.us.mp4 (1.8 MB)
034-Section-overview-suwB-persian-onehack.us.srt (3.1 KB)
036-Land-cover-classification-Overview-LRTk-english-onehack.us.srt (10.1 KB)
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036-Land-cover-classification-Overview-LRTk-persian-onehack.us.srt (12.9 KB)
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037-Land-cover-classification-Process-images-5bDT-persian-onehack.us.srt (14.3 KB)
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038-Land-cover-classification-Classify-images-v3aU-onehack.us.mp4 (10.6 MB)
038-Land-cover-classification-Classify-images-v3aU-persian-onehack.us.srt (19.7 KB)
039-Land-cover-classification-Combining-images-b6MQ-english-onehack.us.srt (5.8 KB)
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039-Land-cover-classification-Combining-images-b6MQ-persian-onehack.us.srt (7.6 KB)
040-Land-cover-classification-Practice-exercise-PwaA-english-onehack.us.srt (6.8 KB)
040-Land-cover-classification-Practice-exercise-PwaA-onehack.us.mp4 (6.9 MB)
040-Land-cover-classification-Practice-exercise-PwaA-persian-onehack.us.srt (10.2 KB)
041-Land-cover-classification-Notes-and-exercises-tqwP-english-onehack.us.srt (13.5 KB)
041-Land-cover-classification-Notes-and-exercises-tqwP-onehack.us.mp4 (21.2 MB)
041-Land-cover-classification-Notes-and-exercises-tqwP-persian-onehack.us.srt (17.6 KB)
042-Dasymetric-mapping-Overview-10OD-english-onehack.us.srt (3.7 KB)
042-Dasymetric-mapping-Overview-10OD-onehack.us.mp4 (2.7 MB)
042-Dasymetric-mapping-Overview-10OD-persian-onehack.us.srt (4.7 KB)
043-Dasymetric-mapping-Process-population-ERdz-english-onehack.us.srt (7.1 KB)
043-Dasymetric-mapping-Process-population-ERdz-onehack.us.mp4 (5.2 MB)
043-Dasymetric-mapping-Process-population-ERdz-persian-onehack.us.srt (9.1 KB)
044-Dasymetric-mapping-Process-land-use-5MfM-english-onehack.us.srt (6.9 KB)
044-Dasymetric-mapping-Process-land-use-5MfM-onehack.us.mp4 (5.2 MB)
044-Dasymetric-mapping-Process-land-use-5MfM-persian-onehack.us.srt (8.8 KB)
045-Dasymetric-mapping-Rasterize-and-map-JxgZ-english-onehack.us.srt (24.4 KB)
045-Dasymetric-mapping-Rasterize-and-map-JxgZ-onehack.us.mp4 (18.4 MB)
045-Dasymetric-mapping-Rasterize-and-map-JxgZ-persian-onehack.us.srt (30.3 KB)
046-Dasymetric-mapping-Practice-exercise-GDFT-english-onehack.us.srt (7.6 KB)
046-Dasymetric-mapping-Practice-exercise-GDFT-onehack.us.mp4 (5.8 MB)
046-Dasymetric-mapping-Practice-exercise-GDFT-persian-onehack.us.srt (9.7 KB)
047-Dasymetric-mapping-Notes-and-exercises-2jKW-english-onehack.us.srt (11.0 KB)
047-Dasymetric-mapping-Notes-and-exercises-2jKW-onehack.us.mp4 (14.9 MB)
047-Dasymetric-mapping-Notes-and-exercises-2jKW-persian-onehack.us.srt (14.2 KB)
049-Congratulations-wVA4-english-onehack.us.srt (3.4 KB)
049-Congratulations-wVA4-onehack.us.mp4 (4.8 MB)
049-Congratulations-wVA4-persian-onehack.us.srt (4.4 KB)
exercise_files1.-Introduction-__-4.-Install-R-and-RStudio-Resources.html (5.1 KB)
1.-Introduction-__-5.-Download-course-resources.html (0.3 KB)
1.-Introduction-__-5.1-Download-course-materials.html (0.1 KB)
2.-Introduction-to-R-Programming-__-10.-The-tidyverse-A-heads-up-on-package-installation.html (1.0 KB)
2.-Introduction-to-R-Programming-__-14.-R-fundamentals.html (0.1 KB)
2.-Introduction-to-R-Programming-__-15.-Reading-Additional-resources.html (1.4 KB)
2.-Introduction-to-R-Programming-__-3.-R-Notebooks-A-heads-up-on-package-installation.html (1.0 KB)
3.-R-as-a-Geographical-Information-System-__-12.-R-as-a-Geographical-Information-System.html (0.1 KB)
3.-R-as-a-Geographical-Information-System-__-13.-Reading-Additional-resources.html (2.7 KB)
4.-Practical-Applications-of-Geospatial-Analyses-__-15.-Practical-applications.html (0.1 KB)
4.-Practical-Applications-of-Geospatial-Analyses-__-2.-A-note-about-multi-layered-rasters.html (0.8 KB)
5.-Conclusion-__-2.-Bonus-Lecture.html (1.4 KB)
📝-Request-a-Course-👉.txt (0.3 KB)

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