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Spatial Analysis & Geospatial Data Science In Python
TORRENT SUMMARY
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Geospatial data science is a subset of data science that focuses on spatial data and its unique techniques. In this, we are going to perform spatial analysis and trying to find insights from spatial data. In this course, we lay the foundation for a career in Geospatial Data Science. You will get hands-on Geopy, Plotly etc.. 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 , manipulate and process spatial data using Pandas , and perform some spatial operations. A large portion of the course deals with spatial Visuals like Choropleth, Geographical Scatter plot, Geographical Heatmap, Markers, Geographical HeatMap. Each video contains a summary of the topic and a walkthrough with code examples that will help you learn more effectively.
Who this course is for:
Students who want to become Data Scientist by show-case these Projects on his/her Resume..
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…
Who this course is for:
One who is curious about DataScience
Requirements
No GIS knowledge is required. We will give breif theoretical explanation as well as its practical implementation
Last Updated 2/2021
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TutsNode.com.txt
63 B
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/1. Introduction/1. About Courses benefits.mp4
75.9 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/1. Introduction/1. About Courses benefits.srt
8.9 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/1. Introduction/2. How to follow this course-Must Watch.srt
1.7 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/1. Introduction/3. Installation of Anaconda Navigator.srt
3.1 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/2. --------------------Project 1--Intro to Zomato use-case/1. Overview of Problem Statement.mp4
31 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/2. --------------------Project 1--Intro to Zomato use-case/1. Overview of Problem Statement.srt
2.4 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/2. --------------------Project 1--Intro to Zomato use-case/2. Datasets & Resources.html
193 B
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/3. Perform Data Pre-Processing on Zomato/1. Data Pre-Processing.mp4
41.9 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/3. Perform Data Pre-Processing on Zomato/1. Data Pre-Processing.srt
8.7 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/3. Perform Data Pre-Processing on Zomato/2. Extract Latitudes & Longitudes of Data.mp4
93 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/3. Perform Data Pre-Processing on Zomato/2. Extract Latitudes & Longitudes of Data.srt
16.2 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/1. HeatMap of Restaurants Density.mp4
90.4 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/1. HeatMap of Restaurants Density.srt
9.8 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/2. Idea Behind Marker Cluster.srt
2.1 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/3. Generate Marker Cluster Analysis of Restaurants & Heatmap of Restaurant Ratings.mp4
143.1 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/3. Generate Marker Cluster Analysis of Restaurants & Heatmap of Restaurant Ratings.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/4. Automate Your Spatial Analysis.mp4
112.8 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/4. Zomato Spatial Analysis/4. Automate Your Spatial Analysis.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/1. Datasets & Resources.html
193 B
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/2. Analyse Average Temperature of country.mp4
102.5 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/2. Analyse Average Temperature of country.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/3. Analyse Existence of Global Warming.mp4
78.6 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/3. Analyse Existence of Global Warming.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/4. Visualise Average Temperature in Each Season.mp4
88.7 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/4. Visualise Average Temperature in Each Season.srt
16.5 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/5. Analyse Trend In Temperatures for the Top Economies.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/5. Analyse Trend In Temperatures for the Top Economies.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/6. Perform Spatial analysis on Average Temperature of USA States.mp4
142 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/6. Perform Spatial analysis on Average Temperature of USA States.srt
20 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/7. Visualise Average temperature of major Indian Cities.mp4
138.2 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/7. Visualise Average temperature of major Indian Cities.srt
17.8 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/8. Perform Spatial Analysis on Average temperature of major Indian Cities.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/5. --------------------Project 2-- Global Warming Analysis/8. Perform Spatial Analysis on Average temperature of major Indian Cities.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/6. --------------------Project 3 -- Intro to Covid-19 Project--------------------/1. Datasets & Resources.html
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/6. --------------------Project 3 -- Intro to Covid-19 Project--------------------/2. Reading Data of Covid-19.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/6. --------------------Project 3 -- Intro to Covid-19 Project--------------------/2. Reading Data of Covid-19.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/1. Idea behind Choropleth Maps.mp4
35.9 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/1. Idea behind Choropleth Maps.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/2. Choropleth Map for Confirmed Covid-19 Cases.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/2. Choropleth Map for Confirmed Covid-19 Cases.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/3. Choropleth Map of Particular continent.mp4
43.9 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/3. Choropleth Map of Particular continent.srt
5 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/4. Idea behind Geographical Scatter plot.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/5. Geographical Scatter plot for Confirmed Covid-19 Cases.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/5. Geographical Scatter plot for Confirmed Covid-19 Cases.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/6. Plotting of Recovery using Choropleth & Geo Scatter plot.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/6. Plotting of Recovery using Choropleth & Geo Scatter plot.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/7. Plotting of Deaths using Choropleth & Geo Scatter plot.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/7. Spatial Analysis on Covid-19/7. Plotting of Deaths using Choropleth & Geo Scatter plot.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/1. How to extract Latitudes & Longitudes of a location.mp4
26.8 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/1. How to extract Latitudes & Longitudes of a location.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/2. Data Preparation For Spatial Analysis.mp4
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/2. Data Preparation For Spatial Analysis.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/3. Fetch Geographical Co-ordinates of a country.mp4
54.7 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/3. Fetch Geographical Co-ordinates of a country.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/4. Idea behind Tileset,Raster & Vector Data.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/5. Use-case of Markers.srt
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[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/6. creating a base map.mp4
28.2 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/6. creating a base map.srt
3.7 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/7. Plot Confirmed Cases using Markers.mp4
46.6 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/7. Plot Confirmed Cases using Markers.srt
5.9 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/8. Plotting of Recovered & Deaths using Markers.mp4
34.3 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/8. Covid-19-- Interactive Geospatial Data visaulisation/8. Plotting of Recovered & Deaths using Markers.srt
3.4 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/9. Covid-19-- Advanced GeoSpatial Analysis/1. Plot Deaths using Marker cluster.mp4
44.6 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/9. Covid-19-- Advanced GeoSpatial Analysis/1. Plot Deaths using Marker cluster.srt
5 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/9. Covid-19-- Advanced GeoSpatial Analysis/2. Idea behind Geographic Heatmap.srt
1.8 KB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/9. Covid-19-- Advanced GeoSpatial Analysis/3. Geographic HeatMap of Confirmed Cases.mp4
35.9 MB
[TutsNode.com] - Spatial Analysis & Geospatial Data Science in Python/9. Covid-19-- Advanced GeoSpatial Analysis/3. Geographic HeatMap of Confirmed Cases.srt
