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トレントの詳細については "[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium"

[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium

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最終チェック: 20-12-2024 11:18:42

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名前:	[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium
_DESCRIPTION_: Request a Course: docs.google.com/forms Official Course URL: udemy.com/course/gis-geospatial-analysis-with-python-geopandas-and-folium/ Course Overview: Embark on a comprehensive journey into geospatial analysis with GIS & Geospatial Analysis with Python, Geopandas, and Folium. This project-based course guides you through mapping population density, assessing flood risks, monitoring air quality, analyzing snow cover, and optimizing routes using Python libraries such as Pandas, Geopandas, Folium, Geocoder, and Ipyleaflet. Tailored for beginners, it offers a structured approach to mastering GIS techniques applicable to urban planning and beyond. What You'll Learn: - Interactive Mapping: Display dynamic and topographic maps using Geopandas, Folium, and Ipyleaflet. - Proximity Analysis: Identify nearby cities and calculate distances between locations. - Geocoding Techniques: Perform geocoding and reverse geocoding to extract geographic coordinates. - Population Density Analysis: Calculate and visualize population density on interactive maps. - Air Quality Monitoring: Analyze air quality indices across multiple locations. - Flood Risk Mapping: Assess and map flood risks using interactive tools. - Snow Cover Analysis: Examine snowfall, snow depth, and climate data; map snow cover with Folium. - Route Optimization: Model and optimize routes using Open Street Map Network X and Dijkstra's algorithm. - Geospatial Visualization Methods: Create choropleth maps, heatmaps, 3D maps, flow maps, point maps, and cartograms. Course Benefits: - Comprehensive Curriculum: Covers data collection, preprocessing, cleaning, exploratory data analysis, spatial analysis, and modeling. - Hands-On Projects: Apply concepts through real-world projects focused on urban planning. - Expert Instruction: Learn from Christ Raharja, an experienced professional in geospatial analysis. - Flexible Learning: No prior GIS or geospatial analysis experience required; basic Python and geography knowledge recommended. Total Hours of Course: 4 hours 15 minutes Course Size: 413.4 MB Subtitles: English, Persian Who is this course for? This course is ideal for individuals interested in geographic information systems and those looking to enhance urban planning through geospatial analysis.
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カテゴリ:	Tutorials
言語:	English
合計サイズ:	413.48 MB
情報のハッシュ:	523FE4272416FF7930780AF6C67DAF0B3B5774B2
を追加することによって:	SunRiseZone
追加日:	2024-12-04 04:11:34
トレントステータス:	Torrent Verified

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ファイルリスト:

ファイル	サイズ
	276.00 B
001-Introduction-to-the-Course-1LVO-english-onehack.us.srt	10.30 kB
001-Introduction-to-the-Course-1LVO-onehack.us.mp4	16.66 MB
001-Introduction-to-the-Course-1LVO-persian-onehack.us.srt	14.70 kB
002-Table-of-Contents-o8pJ-english-onehack.us.srt	8.91 kB
002-Table-of-Contents-o8pJ-onehack.us.mp4	8.91 MB
002-Table-of-Contents-o8pJ-persian-onehack.us.srt	12.57 kB
003-Whom-This-Course-is-Intended-for-tI9a-english-onehack.us.srt	3.81 kB
003-Whom-This-Course-is-Intended-for-tI9a-onehack.us.mp4	4.45 MB
003-Whom-This-Course-is-Intended-for-tI9a-persian-onehack.us.srt	5.80 kB
004-Tools-IDE-and-Datasets-5rtQ-english-onehack.us.srt	10.09 kB
004-Tools-IDE-and-Datasets-5rtQ-onehack.us.mp4	16.19 MB
004-Tools-IDE-and-Datasets-5rtQ-persian-onehack.us.srt	15.65 kB
005-Introduction-to-Geospatial-Analysis-1mou-english-onehack.us.srt	9.47 kB
005-Introduction-to-Geospatial-Analysis-1mou-onehack.us.mp4	11.88 MB
005-Introduction-to-Geospatial-Analysis-1mou-persian-onehack.us.srt	13.80 kB
006-Geospatial-Data-Visualization-Methods-HKPm-english-onehack.us.srt	4.66 kB
006-Geospatial-Data-Visualization-Methods-HKPm-onehack.us.mp4	12.08 MB
006-Geospatial-Data-Visualization-Methods-HKPm-persian-onehack.us.srt	7.05 kB
007-Finding-Downloading-Geospatial-Datasets-From-Kaggle-EPA-K4NY-english-onehack.us.srt	5.82 kB
007-Finding-Downloading-Geospatial-Datasets-From-Kaggle-EPA-K4NY-onehack.us.mp4	11.72 MB
007-Finding-Downloading-Geospatial-Datasets-From-Kaggle-EPA-K4NY-persian-onehack.us.srt	8.79 kB
008-Displaying-Interactive-Maps-with-Geopandas-Folium-and-Ipyleaflet-dqvD-english-onehack.us.srt	14.67 kB
008-Displaying-Interactive-Maps-with-Geopandas-Folium-and-Ipyleaflet-dqvD-onehack.us.mp4	27.47 MB
008-Displaying-Interactive-Maps-with-Geopandas-Folium-and-Ipyleaflet-dqvD-persian-onehack.us.srt	21.17 kB
009-Calculating-Distance-Between-Two-Locations-k087-english-onehack.us.srt	11.66 kB
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009-Calculating-Distance-Between-Two-Locations-k087-persian-onehack.us.srt	16.70 kB
010-Extracting-Geographic-Coordinates-From-Map-g9FO-english-onehack.us.srt	5.54 kB
010-Extracting-Geographic-Coordinates-From-Map-g9FO-onehack.us.mp4	9.98 MB
010-Extracting-Geographic-Coordinates-From-Map-g9FO-persian-onehack.us.srt	8.02 kB
011-Performing-Geocoding-Reverse-Geocoding-pmYw-english-onehack.us.srt	9.09 kB
011-Performing-Geocoding-Reverse-Geocoding-pmYw-onehack.us.mp4	14.28 MB
011-Performing-Geocoding-Reverse-Geocoding-pmYw-persian-onehack.us.srt	13.04 kB
012-Conducting-Proximity-Analysis-to-find-nearby-cities-34sv-english-onehack.us.srt	12.75 kB
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013-Analyzing-Calculating-Population-Density-Iw5X-onehack.us.mp4	18.30 MB
013-Analyzing-Calculating-Population-Density-Iw5X-persian-onehack.us.srt	15.67 kB
014-Visualizing-Population-Density-on-Interactive-Map-CrYa-english-onehack.us.srt	8.41 kB
014-Visualizing-Population-Density-on-Interactive-Map-CrYa-onehack.us.mp4	14.58 MB
014-Visualizing-Population-Density-on-Interactive-Map-CrYa-persian-onehack.us.srt	11.83 kB
015-Analyzing-Air-Quality-Index-DgmU-english-onehack.us.srt	12.66 kB
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015-Analyzing-Air-Quality-Index-DgmU-persian-onehack.us.srt	18.24 kB
016-Monitoring-Air-Quality-Index-in-Multiple-Locations-5diZ-english-onehack.us.srt	7.76 kB
016-Monitoring-Air-Quality-Index-in-Multiple-Locations-5diZ-onehack.us.mp4	15.14 MB
016-Monitoring-Air-Quality-Index-in-Multiple-Locations-5diZ-persian-onehack.us.srt	11.52 kB
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017-Analyzing-Calculating-Flood-Risk-a8zH-onehack.us.mp4	27.53 MB
017-Analyzing-Calculating-Flood-Risk-a8zH-persian-onehack.us.srt	21.52 kB
018-Mapping-Flood-Risk-on-Interactive-Map-h3af-english-onehack.us.srt	8.74 kB
018-Mapping-Flood-Risk-on-Interactive-Map-h3af-onehack.us.mp4	19.37 MB
018-Mapping-Flood-Risk-on-Interactive-Map-h3af-persian-onehack.us.srt	12.50 kB
019-Analyzing-Snow-Depth-in-Multiple-Locations-iC53-english-onehack.us.srt	13.56 kB
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019-Analyzing-Snow-Depth-in-Multiple-Locations-iC53-persian-onehack.us.srt	19.86 kB
020-Mapping-Snow-Cover-with-Folium-Vadd-english-onehack.us.srt	5.66 kB
020-Mapping-Snow-Cover-with-Folium-Vadd-onehack.us.mp4	12.37 MB
020-Mapping-Snow-Cover-with-Folium-Vadd-persian-onehack.us.srt	8.46 kB
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022-Modelling-Optimizing-Bus-Routes-with-Dijkstra-Algorithm-zbYU-persian-onehack.us.srt	33.63 kB
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023-Conclusion-Summary-bcQw-onehack.us.mp4	5.26 MB
023-Conclusion-Summary-bcQw-persian-onehack.us.srt	6.18 kB
exercise_files/1.-Introduction-__-2.1-Geospatial-Data-Analysis.pptx	3.84 MB
exercise_files/10.-Conducting-Proximity-Analysis-to-find-nearby-cities-__-1.1-proximityanalysis.py	1.82 kB
exercise_files/11.-Analyzing-Calculating-Population-Density-__-1.1-analyzingpopulationdensity.py	1.68 kB
exercise_files/13.-Analyzing-Air-Quality-Index-__-1.1-monitoringairquality.py	1.58 kB
exercise_files/15.-Analyzing-Calculating-Flood-Risk-__-1.1-mappingfloodrisk.py	2.36 kB
exercise_files/17.-Analyzing-Snow-Depth-in-Multiple-Locations-__-1.1-mappingsnowcover.py	1.58 kB
exercise_files/19.-Modelling-Optimizing-Routes-with-Open-Street-Map-Network-X-__-1.1-modellingoptimizingroutes.py	1.25 kB
exercise_files/20.-Modelling-Optimizing-Bus-Routes-with-Dijkstra-Algorithm-__-1.1-modellingoptimizingbusroutes.py	2.81 kB
exercise_files/3.-Introduction-to-Geospatial-Analysis-__-1.1-GeospatialAnalysisWorkflow.png	319.01 kB
exercise_files/6.-Displaying-Interactive-Maps-with-Geopandas-Folium-and-Ipyleaflet-__-1.1-displayinginteractivemap.py	1.18 kB
exercise_files/7.-Calculating-Distance-Between-Two-Locations-__-1.1-calculatingdistancebetweentwolocations.py	1.23 kB
exercise_files/8.-Extracting-Geographic-Coordinates-From-Map-__-1.1-extractingcoordinatesfrommap.py	605.00 B
exercise_files/9.-Performing-Geocoding-Reverse-Geocoding-__-1.1-geocodinggeocodingreverse.py	1,007.00 B
exercise_files/Geospatial Data/ad_viz_plotval_data.csv	126.44 kB
exercise_files/Geospatial Data/AEGISDataset.csv	215.90 kB
exercise_files/Geospatial Data/nyc_Jan_Jun_2016_weat.csv	1.83 MB
exercise_files/Geospatial Data/us-states.json	85.63 kB
exercise_files/Geospatial Data/usa_population_2019.csv	1.18 kB

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[udemy] GIS & Geospatial Analysis with Python, Geopandas, and Folium