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所在平台: Udemy |
课程主页: https://www.udemy.com/course/machine-learning-with-big-earth-data-in-google-earth-engine/
课程评论：没有评论
## 课程总结：使用Google Earth Engine进行机器学习与大数据 本课程是学习使用卫星数据应用机器学习的终极指南，**面向零编程基础的学习者，将带您从入门到精通**。 **课程亮点：** * **专家授课：** 由经验丰富的空间数据科学家讲授，内容紧跟2024年最新技术。 * **实战经验：** 已教授超过20,000名学生掌握空间数据科学和云计算。 * **丰富资源：** 提供示例数据和脚本，方便学习者练习。 * **全面内容：** * Earth Engine JavaScript API入门 * 注册Earth Engine账号 * 创建监督分类训练数据 * 导入Landsat数据 * 卫星数据去云处理 * 运行监督分类（机器学习）算法 * 进行精度评估 * 下载土地覆盖分类数据 * **高清视频教程：** 逐步引导，深入讲解遥感和云计算在森林监测等应用中的实践。 **立即加入，开启您的云端空间数据科学之旅！**
Welcome to the Machine Learning with Big Earth Data in Google Earth Engine course. This Earth Engine course is without a doubt the most comprehensive course for anyone who wants to apply machine learning using satellite data. Even if you have zero programming experience, this course will take you from beginner to mastery. Here's why:The course is taught by an experienced spatial data scientist. The course has been updated to be 2024-ready and you'll be learning the latest tools available on the cloud.We've taught over 20,000 students how to code and apply spatial data science and cloud computing.You will have access to example data and sample scripts.In this course, we will cover the following topics:Introduction to Earth Engine JavaScript APISign Up with Earth EngineCreate training data for supervised classificationImport Landsat dataRemove clouds from satellite dataRun a supervised classification (machine learning) algorithmCalculate accuracy assessmentDownload land cover classification dataThe course includes HD video tutorials. We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to apply remote sensing and cloud computing for forest monitoring applications. So, what are you waiting for? Click the buy now button and join the course.
