Machine Learning in ArcGIS : Map Land Use Land Cover in GIS

Users using ArcGIS for basic geospatial data/GIS/Remote Sensing analysis will learn how to do more complex geospatial analysis jobs, such as object-based image analysis utilizing a range of different data and employing cutting-edge Machine Learning techniques. You will gain expertise in spatial data analysis using ArcGIS, as well as the powerful chance to learn how to utilize ArcGIS for sophisticated satellite-based image analysis for the most important work in remote sensing, namely mapping land use and land cover.

That you found my LULC Advanced course makes me extremely happy. One of the key competencies for any Geographic Information Systems (GIS) and Remote Sensing analyst is practical understanding of advanced Land Use and Land Cover (LULC) mapping, which is what this course aims to provide you. By the conclusion of the course, you will have a firm grasp of advanced geospatial analysis, be able to execute machine learning techniques for mapping land use and land cover, and comprehend the fundamentals of segmentation and object-based image analysis. You may perform all of these tasks using actual data and ArcGIS, one of the most well-liked GIS programs.

In contrast to other training materials, this course is unique. Each lecture aims to improve your GIS and Remote Sensing abilities in a clear, simple-to-understand manner and provide you answers that you can immediately put into practice. With your advanced GIS abilities and understanding of the most cutting-edge LULC methodologies, you'll be ready to begin analyzing spatial data for your own projects and wow potential employers. You will be able to complete all phases of LULC mapping in the course, from gathering satellite data to evaluating the correctness of your Remote Sensing map and designing a stunning change map that is ready to be integrated into your document or report.

The course is perfect for professionals who need to utilize LULC maps in their line of work and would like to master the basics of LULC and change detection in GIS. These professionals include geographers, programmers, social scientists, geologists, GIS and Remote Sensing specialists, among others. The Machine Learning in ArcGIS : Map Land Use Land Cover in GIS, one of the best online ArcGIS courses, will offer you the assurance you need to comprehend and resolve such geospatial problems if you want to embark on a work that necessitates the use of cutting-edge classification algorithms for producing, for example, land cover and land use maps.

The practical exercises are one of the course's key components. To generate LULC maps and modify maps using the ArcGIS program, you will be provided with specific instructions, codes, and datasets. They have included downloadable instructional resources in this course that will instruct you in:

• Develop your ArcGIS expertise
• Recognize the fundamentals of machine learning, including the supervised and unsupervised Machine Learning Algorithms, which are used in GIS.
• Gain knowledge of the many machine learning methods available in ArcGIS for classifying satellite and UAV pictures.
• Acquire knowledge about how to carry out validation data collecting, training, and accuracy assessment.
• Acquire knowledge of object-based image analysis.
• Use ArcGIS to segment images.

WHAT YOU WILL LEARN:

• Fully understand advanced GIS and Remote Sensing methods of Land use and Land Cover (LULC) Mapping in ArcGIS
• Learn how to perform such advanced GIS methods as object based image analysis (OBIA) and object-based classification using real-world data
• Further advanced your GIS and Remote Sensing skills in the market leading GIS software (i.e. ArcGIS)
• Learn how to obtain satellite data and UAV images, create training and validation data for OBIA and pixel-based and Remote Sensing data classification
• Learn about Machine Learning and Machine Learning types / algorithms
• Apply all stages of supervised Machine Learning in ArcGIS
• Apply advanced Machine Learning image classification algorithms in ArcGIS
• Explore the power of ArcGIS for Remote Sensing image analysis
• You'll also have plenty of handy hints and tips will be provided alongside the code to prevent glitches
• You'll have a copy of the data and some detailed manuals used in the course for your reference to use in your GIS analysis
• Learn applied Remote Sensing & GIS skills needed for your future / current geospatial job!

Rating: 4.7/5

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