[Free] Machine Learning for GIS: Land Use/Land Cover Image Analysis



Writer : Kate Alison

Value : $9

Course Language : English

Description

[Advanced] Land Use/Land Cowl mapping with Machine Studying

This course is designed to take customers who use QGIS for fundamental geospatial knowledge/GIS/Distant Sensing evaluation to carry out extra superior geospatial evaluation duties together with object-based picture evaluation utilizing quite a lot of totally different knowledge and making use of Machine Studying cutting-edge algorithms. Along with making you proficient in QGIS for spatial knowledge evaluation, you’ll be launched to a different highly effective processing toolbox – Orfeo Toolbox and to the thrilling capabilities of Google Earth Engine!

I am very excited that you simply discovered my LULC Superior course. This course is designed to equip you with the sensible information of superior Land Use and Land Cowl (LULC) mapping, which is among the core abilities for any Geographic Info Techniques (GIS) and Distant Sensing analyst. By the top of the course, you’ll really feel assured and fully perceive and apply superior Geospatial evaluation together with performing Machine Studying algorithms for land use and land cowl mapping and studying object-based picture evaluation and fundamentals of segmentation. All this it is possible for you to to hold out on the true knowledge in one of the vital standard GIS software program which is QGIS and Google Earth Engine.

This course is totally different from different coaching sources. Every lecture seeks to boost your GIS and Distant Sensing abilities in a demonstrable and easy-to-follow method and offer you virtually implementable options. You’ll have the ability to begin analyzing spatial knowledge to your personal tasks, and achieve appreciation out of your future employers together with your advances GIS abilities and information of the innovative LULC methods.

Within the course, it is possible for you to to discover ways to perform all phases of LULC mapping from buying satellite tv for pc knowledge to assessing the accuracy of your map and design a good looking change map available to be inserted in your doc or report.

The course is right for professionals corresponding to geographers, programmers, social scientists, geologists, and all different consultants who want to make use of LULC maps of their area and wish to be taught fundamentals of LULC and alter detection in GIS. For those who’re planning to undertake a process that requires to make use of a cutting-edge classification algorithms for creating, for example, land cowl and land use maps, this course provides you with the boldness it’s essential to perceive and clear up such geospatial drawback.

One necessary a part of the course is the sensible workouts. You can be given some exact directions, codes, and datasets to create LULC maps and alter maps utilizing the QGIS software program and Google Earth Engine.

On this course, I embody downloadable sensible supplies that may train you:

– Learn how to set up open supply GIS software program (QGIS and Orfeo toolbox) in your laptop and appropriately configure it

– QGIS software program interface together with its fundamental elements and plug-ins

– Learn to classify satellite tv for pc pictures with totally different machine studying algorithms in QGIS

– Learn to carry out coaching, validation knowledge assortment and accuracy evaluation

– Learn to carry out object-based picture evaluation

– Learn to carry out object-based crop sort mapping in QGIS

– Learn to run supervised and unsupervised Machine Studying Algorithms in Google Earth Engine

INCLUDED IN THE COURSE: You’ll have entry to all the info used within the course, together with the Java code information. Additionally, you will have entry to future sources. Enroll within the course at this time & benefit from these particular supplies!


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