|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/practical-geospatial-analysis-masterclass-4-classes-in-1/
课程评论：没有评论
**课程名称:** 地理空间数据分析与遥感：一门课程，五合一 **课程概述:** 本课程是一门旨在帮助您从初学者成长为专业人士的地理空间数据分析与遥感实践大师班。如果您在绘制GIS地图或卫星图像方面遇到困难，觉得“面向对象的图像分析”、“机器学习”、“QGIS”或“Google Earth Engine”等术语令人生畏，并且正在寻找一门能指导您掌握概念并完成真实GIS制图项目的实用课程，那么这就是您一直在寻找的。 本课程整合了四门独立课程的内容，提供超过九小时的视频内容、动手练习和可下载的材料。您将学习如何使用流行的免费软件工具执行土地利用和土地覆盖制图、变化检测、GIS机器学习、数据处理和地图创建等任务。 **课程亮点:** * 全面的地理空间理论与实践知识 * 机器学习在GIS和遥感中的应用 * 土地利用和土地覆盖制图 * 面向对象的图像分析 * 数据处理和地图创建 * 利用QGIS和Google Earth Engine进行实践练习 **课程重点:** 本大师班旨在全面提升您的地理空间分析技能，涵盖遥感、地理信息系统（GIS）以及机器学习在GIS和遥感技术中的应用。您将深入理解遥感和GIS基础知识，掌握机器学习在地理空间任务中的应用，并学会如何使用机器学习算法进行土地利用和土地覆盖制图以及面向对象的图像分析。此外，您还将能够熟练使用开源免费软件工具进行地理空间和遥感分析。 **您将学到:** * 在QGIS中机器学习算法的实际应用 * 下载和处理卫星图像 * 监督学习和无监督学习 * 精度评估和变化检测 * 面向对象的图像分析 * 利用Google Earth Engine进行云计算和大数据分析 **适合人群:** 本课程非常适合地理学家、程序员、社会科学家、地质学家、GIS与遥感专家，以及任何希望提升GIS和遥感技能的专业人士。无论您是初学者还是希望在GIS和遥感机器学习方面进修的人，本课程都能为您提供应对地理空间挑战所需的信心和技能。 **包含内容:** * 精准的课程指导 * 可下载的实践材料、脚本和数据集，用于使用QGIS和Google Earth Engine进行动手地理空间分析。 立即报名，解锁实用地理空间分析的力量！
Geospatial Analyses & Remote Sensing: from Beginner to ProAre you struggling to create GIS or satellite imagery-based maps for your Remote Sensing or GIS project? Do terms like Remote Sensing object-based image analysis, machine learning, QGIS, or Google Earth Engine sound daunting? Are you seeking a practical course that guides you through the concepts and helps you embark on real-life GIS mapping projects?Welcome to our Practical Geospatial Masterclass, combining the content of four separate courses into one comprehensive learning experience. With over nine hours of video content, hands-on exercises, and downloadable materials, this course equips you with the knowledge and skills required for practical geospatial analysis. You'll learn to perform tasks such as land use and land cover mapping, change detection, machine learning for GIS, data manipulation, and map creation, all using popular and FREE software tools.Course Highlights:Comprehensive theoretical and practical geospatial knowledgeApplication of Machine Learning in GIS and Remote SensingLand use and land cover mappingObject-based image analysisData processing and map creationPractical exercises with QGIS and Google Earth EngineCourse Focus:This masterclass is designed to empower you with both theoretical and practical geospatial analysis skills, covering Remote Sensing, Geographic Information Systems (GIS), and Machine Learning applications in GIS and Remote Sensing technology. By course completion, you'll have a strong understanding of Remote Sensing and GIS fundamentals, Machine Learning applications in geospatial tasks, and the use of Machine Learning algorithms for land use and land cover mapping and object-based image analysis. Additionally, you'll be well-prepared to perform geospatial and Remote Sensing analysis using open source and free software tools.What You'll Learn:Practical use of Machine Learning algorithms in QGISDownloading and processing satellite imagerySupervised and unsupervised learningAccuracy assessment and change detectionObject-based image analysisCloud computing and Big Data analysis using Google Earth EngineWho Should Enroll:This course is ideal for professionals including geographers, programmers, social scientists, geologists, GIS & Remote Sensing experts, and anyone seeking to enhance their GIS and Remote Sensing skills. Whether you're a novice or looking to advance your knowledge in Machine Learning for GIS and Remote Sensing, this course provides the confidence and skills needed to tackle geospatial challenges.INCLUDED IN THE COURSE: Gain access to precise instructions, downloadable practical materials, scripts, and datasets for hands-on geospatial analysis using QGIS and Google Earth Engine. Enroll today to unlock the power of practical geospatial analysis!
