Udemy – MEGA Machine Learning in GIS & Remote Sensing: 5 Courses in1 2021-11

Udemy – MEGA Machine Learning in GIS & Remote Sensing: 5 Courses in1 2021-11 Downloadly IRSpace

Apr 17, 2025 - 19:51 Updated: Apr 21, 2025 - 09:54

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Udemy – MEGA Machine Learning in GIS & Remote Sensing: 5 Courses in1 2021-11

MEGA Machine Learning in GIS & Remote Sensing: 5 Courses in1, Are you ready to unlock the power of Machine Learning and Deep Learning for geospatial analysis using QGIS and ArcGIS? This comprehensive course is designed to equip you with both the theoretical understanding and practical skills to apply cutting-edge algorithms to Geographic Information Systems (GIS) and Remote Sensing tasks. This course is your gateway to taking your geospatial analysis skills to the next level. It’s tailored to users who are already familiar with QGIS and ArcGIS for basic tasks but want to tackle more advanced geospatial challenges. You’ll harness the power of Machine Learning and Deep Learning to perform object-based image analysis using various data sources. Unlike other training resources, every lecture is designed to enhance your GIS and Remote Sensing skills in a clear and actionable manner. You’ll gain practical, hands-on experience to apply Machine Learning algorithms such as Random Forest, Support Vector Machines, Decision Trees, and Convolutional Neural Networks to real-world geospatial tasks.

What you’ll learn

Fully understand the basics of Machine Learning and Machine Learning in GIS
Learn the most popular open-source GIS and Remote Sensing software tools (QGIS, SCP, OTB toolbox)
Learn the market leading GIS software ArcGIS (ArcMap) and ArcGIS Pro
Learn about supervise and unsupervised learning and their applications in GIS
Apply Machine Learning image classification in QGIS and ArcGIS
Run segmentation and object-based image analysis in QGIS and ArcGIS
Learn and apply regression modelling for GIS tasks

Who this course is for

The course is ideal for professionals such as geographers, programmers, social scientists, geologists, and all other experts who need to use maps in their field and would like to learn more about geospatial (GIS & Remote Sensing) analysis.

Specificatoin of MEGA Machine Learning in GIS & Remote Sensing: 5 Courses in1

Publisher : Udemy
Teacher : Kate Alison
Language : English
Level : Intermediate
Number of Course : 59
Duration : 8 hours and 13 minutes

Content on 2023-11

MEGA Machine Learning in GIS & Remote Sensing_ 5 Courses in1

Requirements

Basic knowledge of manipulating spatial (image) data will be an advantage but not a must
The course will be demonstrated using a QGIS version of Windows PC. Mac and Linux users will have to adapt the instructions to their operating systems.
Access to ArcGIS (Pro version 2.5 and ArcMAp 10.6 or higher): free trial available on the ESRI website