[ FreeCourseWeb.com ] Machine Learning in GIS: Understand the Theory and Practice (Updated 5/2020)



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + .srt | Duration: 26 lectures (4 hour, 5 mins) | Size: 2.22 GB

Understand/ apply machine learning in Geographic information systems and Remote Sensing in QGIS and Google Earth Engine

What you'll learn



Fully understand the basics of Machine Learning

Get an introduction to Geographic Information Systems (GIS), geodata types and GIS applications

Fully understand basics of Remote Sensing

Learn open source GIS and Remote Sensing software tools (QGIS, Google Earth Engine and others)

Fully understand the main types of Machine Learning and their applications in GIS

Learn about supervise and unsupervise learning and their applications in GIS

Learn how to apply supervised and unsupervised Machine Learning algorithms in QGIS and Google Earth Engine

Understand what is segmentation, object-based image analysis (OBIA) and predictive modeling in GIS

Learn how to perform image segmentation with Orfeo Toolbox

Understand the main developments in the field of Artificial Intelligence, deep learning and machine learning as applied to GIS



Requirements



A working computer



Use Winrar to Extract. And use a shorter path when extracting, such as C: drive



ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)



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