17 OCT 2024 - Welcome Back to TorrentFunk! Get your pirate hat back out. Streaming is dying and torrents are the new trend. Account Registration works again and so do Torrent Uploads. We invite you all to start uploading torrents again!
TORRENT DETAILS
Spatial Analysis And Geospatial Data Science With Python
TORRENT SUMMARY
Status:
All the torrents in this section have been verified by our verification system
Geospatial data science is a subset of data science that focuses on spatial data and its unique techniques. It is beyond creating maps and merely focusing on where things happen but instead incorporates spatial analysis and insights derived from spatial data. In this course, we lay the foundation for a career in Geospatial Data Science. You will get introduced with Geopandas, the workhorse of Geospatial data science Python libraries.
The topics covered in this course widely touch on some of the most used spatial technique in Geospatial data science. We will be learning how to read spatial data effectively, manipulate and process spatial data, and carry out spatial operations. A large portion of the course deals with spatial operations like Buffer analysis, Spatial joins and Nearest Neighbourhood analysis. Each video contains a brief overview of the topic and a walkthrough with code examples. We conclude each section Geospatial data science assignment and project, that will help you learn more effectively.
We will also cover spatial data visualization using both Geopandasa and other interactive libraries like Folium, IpyLeaflet and Plotly Express. We cover how to make stunning Geo visualization for the most widely used map types.
The final section covers some advance features including Geocoding, reverse geocoding, accessing OpenStreetMap data in Python and some advanced tips and tricks to process large Geospatial datasets.
At the end of this course, you will be able to perform most of Geospatial data science operations in Python and also build a strong foundational knowledge in Geospatial Python.
Who this course is for:
Students who want to learn Python for Geospatial Data Science.
Students who like to take their first steps in the Geospatial data science career.
Python users who are interested in Spatial Data Science.
GIS users who are new to python and Jupyter notebooks for Geographic data analysis.
Requirements
Basic Understanding of Python
No GIS knowledge is required. We will give breif theoretical explanation.
You’ll need to install Anaconda and GeoPython libraries. We will provide a Guide on installation and Jupyter Notebooks
Last Updated 7/2020
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
.pad/0
342.9 KB
.pad/1
392.2 KB
.pad/10
303.6 KB
.pad/11
423.6 KB
.pad/12
108.8 KB
.pad/13
482.1 KB
.pad/14
493.4 KB
.pad/15
506.9 KB
.pad/16
66.8 KB
.pad/17
348.2 KB
.pad/18
171.7 KB
.pad/19
443.7 KB
.pad/2
348 KB
.pad/20
361.3 KB
.pad/21
71.4 KB
.pad/22
366.8 KB
.pad/23
313.4 KB
.pad/24
62.9 KB
.pad/25
254.9 KB
.pad/26
403.4 KB
.pad/27
354.1 KB
.pad/28
295 KB
.pad/29
226.4 KB
.pad/3
380 KB
.pad/4
497.9 KB
.pad/5
122.9 KB
.pad/6
441.2 KB
.pad/7
281.6 KB
.pad/8
57 KB
.pad/9
392.6 KB
TutsNode.net.txt
63 B
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/1 - 11 Course Intro English.srt
3 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/2 - 1-Introduction.zip
31.2 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/2 - 12 Introduction English.srt
1.7 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/3 - 13 Jupyter Noteobok English.srt
6.5 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/3 - 13 Jupyter Noteobok.mp4
27.6 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/4 - 14 Introduction to Python English.srt
7.8 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/4 - 14 Introduction to Python.mp4
35.1 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/5 - 15 Pandas Essentials Part 1 English.srt
5.8 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/5 - 15 Pandas Essentials Part 1.mp4
62.4 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/6 - 16 Pandas Essentials Part 2 English.srt
5.7 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/1 - Introduction/6 - 16 Pandas Essentials Part 2.mp4
41.3 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/10 - Read Subset data English.srt
4.5 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/10 - Read Subset data.mp4
22.8 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/11 - Geodataframe & Geoseries English.srt
3.9 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/12 - Coordinate Reference System CRS English.srt
5.6 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/12 - Coordinate Reference System CRS.mp4
55.4 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/13 - 27 Assignment English.srt
6.5 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/13 - 27 Assignment.mp4
55.7 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/7 - 2-Introduction-to-Geopandas.zip
73.1 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/7 - 21 Introduction English.srt
2.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/8 - 22 Reading Spatial Data English.srt
3 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/9 - 23 Read CSV File English.srt
5.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/2 - Introduction to Geopandas/9 - 23 Read CSV File.mp4
29.4 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/14 - 3-Spatial-Operations.zip
42.2 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/14 - 31 Introduction English.srt
2.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/15 - 32 Spatial Join English.srt
6.7 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/15 - 32 Spatial Join.mp4
40.6 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/16 - 33 Buffer Analysis English.srt
4.4 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/16 - 33 Buffer Analysis.mp4
42.9 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/17 - 34 Overlay Analysis English.srt
4.3 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/17 - 34 Overlay Analysis.mp4
24.7 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/18 - 35 Nearest Neighbourhood Analysis English.srt
6.6 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/18 - 35 Nearest Neighbourhood Analysis.mp4
22.4 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/19 - 36 Assignment English.srt
6.7 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/3 - Spatial Operations/19 - 36 Assignment.mp4
79.6 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/20 - 4-Data-Vizualization.zip
44.5 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/20 - 41 Introduction English.srt
1.7 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/21 - 42 Geovisualization basics English.srt
5.3 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/21 - 42 Geovisualization basics.mp4
25.7 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/22 - 43 Multi layer maps English.srt
2.4 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/23 - 44 Choropleth Map English.srt
4.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/23 - 44 Choropleth Map.mp4
44.5 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/24 - 45 Bubble Map English.srt
2.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/25 - 46 Assignment English.srt
3.8 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/4 - Geospatial Data visualization Geopandas/25 - 46 Assignment.mp4
57.1 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/26 - 5-Interactive-Visualization.zip
53.2 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/26 - 51 Introduction English.srt
1.9 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/27 - 52 Folium Part 1 English.srt
4.6 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/27 - 52 Folium Part 1.mp4
73.2 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/28 - 53 Folium Part 2 English.srt
4.6 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/28 - 53 Folium Part 2.mp4
47.6 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/29 - 54 IpyLeaflet English.srt
6.9 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/29 - 54 IpyLeaflet.mp4
70.5 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/30 - 55 Plotly Express English.srt
5.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/30 - 55 Plotly Express.mp4
38.4 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/31 - 56 Assignment English.srt
2.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/5 - Interactive Geospatial Data visualization/31 - 56 Assignment.mp4
46.9 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/32 - 6-miscellaneous.zip
192.5 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/32 - 61 Introduction English.srt
1.8 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/33 - 62 Geocoding English.srt
4.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/33 - 62 Geocoding.mp4
44 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/34 - 63 Reverse Geocoding English.srt
4.1 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/34 - 63 Reverse Geocoding.mp4
28.3 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/35 - 64 Retrieve Openstreetmap data English.srt
4.4 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/35 - 64 Retrieve Openstreetmap data.mp4
55.1 MB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/36 - 65 Tips to speed up Geospatial processing English.srt
6.2 KB
[TutsNode.net] - Spatial Analysis and Geospatial Data Science With Python/6 - Advanced Operations/36 - 65 Tips to speed up Geospatial processing.mp4
