Python Geospatial Data Analysis

4.4
59 個評分
提供方
Coursera Project Network
5,016 人已註冊
在此指導項目中,您將:

Learn how to manipulate geospatial data.

Generate heat maps and marker clusters using Folium.

Convert your jupyter notebook into a dashboard using a single line of code.

Clock2 hours
Beginner初級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

Note: Read the prerequisites carefully. If you do not know intermediate pandas and intermediate Python you will not be able to understand this project. This guided project is for beginners who want to learn about geospatial data analysis using Python. You will analyze crime data from the Boston Police Department. It is a clean dataset, so you can get straight to generating interactive maps. Generate interactive maps in under an hour, just like this: https://vinitasilaparasetty.github.io/coursera-spatial-data-analysis/ By the end of this project, you will know how to generate maps using folium and analyze geospatial data using geovisualization. Then you will learn how to identify possible contributing factors for the problem statement. Special Features: 1) Learn a cool hack using one line of code to convert a jupyter notebook into a dashboard. 2) After you complete this project, you get a jupyter notebook of all the work you covered. It acts as a useful learning tool that you can refer to at any time in the future. 3) Examples for logical thinking required for geospatial data analysis are provided. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培養的技能

Data ScienceGeovisualizationPython ProgrammingSpatial Analysisgeospatial data analysis

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  1. Generate marker clusters to indicate crime scenes.

  2. Generate heat map with circular markers to indicate unsafe districts

  3. Generate open street map with heatmap overlay for in depth analysis.

  4. Generate maps for specific crimes, to find possible causes for the particular crime.

  5. Convert jupyter notebook to dashboard.

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

審閱

來自PYTHON GEOSPATIAL DATA ANALYSIS的熱門評論

查看所有評論

常見問題

常見問題

還有其他問題嗎?請訪問 學生幫助中心