Udemy - Machine Learning in GIS ; Understand the Theory and Practice

Category: Tutorial


Posted on 2021-04-18, by phaelx.

Description



Date: 03 2021
Author: Kate Alison

Size: 2.9 GB
Format: MP4
Download
part1
https://katfile.com/smkj0m4kqrv3
part2
https://katfile.com/rs3dkif81evp
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

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