Spatial Data Analysis in Google Earth Engine Python & Colab

所在平台: Udemy

课程主页: https://www.udemy.com/course/spatial-analysis-with-earth-engine-python-google-colab/

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课程名称:使用 Google Earth Engine Python 和 Colab 的空间数据分析 课程概述: 您想使用 Earth Engine Python API 和 Google Colab 访问卫星传感器吗?您想在云端学习空间数据科学吗?您想成为一名地理空间数据科学家吗?快来报名参加我们的新课程《使用 Google Earth Engine Python 和 Colab 的空间数据分析》。本课程将为您提供动手训练,配有示例数据、样本脚本及现实应用案例。 在此课程中,您将学习如何安装 Anaconda 和 Jupyter Notebook,进而访问卫星数据。课程内容包括:Earth Engine Python API 和 Google Colab 的基础介绍,设置 Google Colab 环境,栅格数据可视化,矢量数据可视化,加载 Landsat 卫星数据,云遮罩算法,计算 NDVI,导出图像和视频,处理图像集,及机器学习算法。 学习图像处理的一大难题是软件的高昂费用,而本课程完全使用开源软件,包括 Google Earth Engine Python API 和 Colab。所有样本数据和脚本将作为额外福利在课程中提供给您。 现在就加入我们,开始您的学习之旅吧!

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Do you want to access satellite sensors using Earth Engine Python API and Google Colab?Do you want to learn spatial data science on the cloud? Do you want to become a geospatial data scientist? Enroll in my new course Spatial Data Analysis in Google Earth Engine Python & Colab.I will provide you with hands-on training with example data, sample scripts, and real-world applications. By taking this course, you be able to install Anaconda and Jupyter Notebook. Then, you will have access to satellite data using the Earth Engine Python API and Google Colab.In this Spatial Data Analysis with Earth Engine Python API and Colab course, I will help you get up and running on the Earth Engine Python API and Google Colab. By the end of this course, you will have access to all example scripts and data such that you will be able to access, download, visualize big data, and extract information.In this course, we will cover the following topics:Introduction to Earth Engine Python API and ColabSet Up a Google Colab EnvironmentRaster Data VisualizationVector Data VisualizationLoad Landsat Satellite DataCloud Masking AlgorithmCalculate NDVIExport images and videosProcess image collectionsMachine Learning AlgorithmsOne of the common problems with learning image processing is the high cost of software. In this course, I entirely use open-source software including the Google Earth Engine Python API and Colab. All sample data and scripts will be provided to you as an added bonus throughout the course.Jump in right now and enroll.

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