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Coursera

ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro

Packt via Coursera

Overview

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Dive into spatial data analysis with our extensive ArcGIS Desktop course. Begin with an introduction to the core concepts and functionalities of ArcGIS Desktop, ensuring a solid foundation for understanding spatial data. As you progress, you'll explore various methods to access, display, and manipulate spatial data, including raster and vector data formats. You'll be equipped to perform comprehensive spatial analyses by mastering these techniques. The course then transitions to more advanced geoprocessing tasks, where you'll learn about spatial statistics and how to automate processes using Model Builder. These skills are essential for efficiently managing and analyzing large datasets. You'll also gain proficiency in creating informative and visually appealing maps, using base maps, and presenting spatial data effectively. Each module is designed to build upon the last, ensuring a seamless learning experience that enhances your GIS capabilities. Throughout the course, you'll engage with practical examples and hands-on exercises, solidifying your understanding of theoretical concepts through real-world applications. By the end, you'll be proficient in using ArcGIS Desktop for a wide range of spatial analysis tasks, ready to apply these skills in various professional settings. Whether you're new to GIS or looking to enhance your existing skills, this course offers the comprehensive training you need to succeed. This course is designed for GIS professionals, environmental scientists, urban planners, and anyone interested in spatial data analysis. No prior experience with ArcGIS Desktop is required, but a basic understanding of geography and data analysis concepts will be beneficial.

Syllabus

  • Welcome to Spatial Data Analysis and Visualization
    • In this module, we will introduce the foundational elements of spatial data analysis and visualization. You'll meet the instructor, explore the core concepts that will be covered throughout the course, and understand the learning objectives. This section sets the stage for your journey into mastering ArcGIS Desktop for spatial analysis.
  • Introduction to ArcGIS Desktop and its Functionality
    • In this module, we will delve into the basics of ArcGIS Desktop and its comprehensive functionality. You will learn about the software's core components, how to access and display spatial data, and ways to identify and select specific features and values. Additionally, we'll cover essential tools for zooming, measuring, and calculating geometries, as well as understanding different coordinate systems. This section equips you with the foundational skills needed to navigate and utilize ArcGIS Desktop proficiently.
  • Working with Raster Data in ArcGIS Desktop
    • In this module, we will explore the functionalities and techniques involved in working with raster data within ArcGIS Desktop. You will learn how to display and manipulate raster datasets, including merging, reclassifying, and resampling. Additionally, the section covers topographic calculations, clipping rasters, performing zonal statistics, and extracting raster values to points. Finally, we'll address the critical process of geo-referencing to ensure your raster data aligns correctly with other spatial data. This section provides comprehensive skills to manage and analyze raster data effectively.
  • Working with Vector Data in ArcGIS Desktop
    • In this module, we will focus on the comprehensive functionalities available for working with vector data in ArcGIS Desktop. You will learn to perform exploratory data analysis, create basic graphs, and conduct spatial joins using both tabular and spatial location data. Additionally, the section covers creating choropleth maps and various vector data operations including splitting, clipping, intersecting, buffering, merging, appending, and dissolving shapefiles. This section equips you with the essential skills needed to manage and analyze vector data effectively in ArcGIS Desktop.
  • More Advanced Geoprocessing Tasks in ArcGIS: Intro to Basic Geostatistics
    • In this module, we will advance into more complex geoprocessing tasks within ArcGIS Desktop, with a focus on basic geostatistics. You will learn to generate Euclidean distance rasters, perform various density analyses, and apply kernel density methods. The section also covers the theory and application of point data interpolation, mapping spatial clusters, and conducting geographically weighted regression analyses. Finally, you will explore the use of Model Builder to automate geoprocessing tasks, streamlining your workflows and increasing efficiency. This section prepares you for tackling advanced spatial analysis projects with confidence.
  • Make Simple Maps in ArcGIS
    • In this module, we will guide you through the process of making simple maps in ArcGIS Desktop. You will explore examples of different types of maps, learn how to present spatial data as layer files, and use ArcGIS base maps to provide context and background to your maps. Finally, you will put together all the elements to create a complete and informative map. This section equips you with the fundamental skills needed to produce clear and professional maps using ArcGIS.

Taught by

Packt - Course Instructors

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