[Advanced] Land Use/Land Cover mapping with Machine Learning

This course is designed to take customers who use QGIS for primary geospatial information/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 information and making use of Machine Learning cutting-edge algorithms. Along with making you proficient in QGIS for spatial information evaluation, you may 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 just discovered my LULC Superior course. This course is designed to equip you with the sensible information of superior Land Use and Land Cover (LULC) mapping, which is likely one of the core expertise for any Geographic Info Programs (GIS) and Distant Sensing analyst. By the tip of the course, you’ll really feel assured and utterly perceive and apply superior Geospatial evaluation together with performing Machine Learning 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 actual information in some of the in style GIS software program which is QGIS and Google Earth Engine.

This course is totally different from different coaching assets. Every lecture seeks to reinforce your GIS and Distant Sensing expertise in a demonstrable and easy-to-follow method and offer you virtually implementable options. You’ll be capable of begin analyzing spatial information in your personal initiatives, and achieve appreciation out of your future employers together with your advances GIS expertise and information of the innovative LULC strategies.

Within the course, it is possible for you to to learn to perform all phases of LULC mapping from buying satellite tv for pc information to assessing the accuracy of your map and design an attractive change map available to be inserted in your doc or report.

The course is right for professionals resembling geographers, programmers, social scientists, geologists, and all different consultants who want to make use of LULC maps in their area and want to be taught fundamentals of LULC and alter detection in GIS. Should you’re planning to undertake a activity that requires to make use of a cutting-edge classification algorithms for creating, as an example, land cowl and land use maps, this course provides you with the boldness you must perceive and remedy such geospatial downside.

One vital a part of the course is the sensible workout routines. 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 embrace downloadable sensible supplies that may train you:

– set up open supply GIS software program (QGIS and Orfeo toolbox) in your pc and accurately configure it

– QGIS software program interface together with its foremost parts 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 information 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 Learning Algorithms in Google Earth Engine

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

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