Python for Geographic Information System (GIS) Training Course
A geographic information system (GIS) is a system designed to capture, store, manipulate, analyze, manage, and present spatial or geographic data. The acronym GIS is sometimes used for geographic information science (GIScience) to refer to the academic discipline that studies geographic information systems and is a large domain within the broader academic discipline of geoinformatics.
The use of Python with GIS has substantially increased over the last two decades, particularly with the introduction of Python 2.0 series in 2000, which included many new programming features that made the language much easier to deploy. Since that time, Python has not only been utilized within commercial GIS such as products by Esri but also open source platforms, including as part of QGIS and GRASS. In fact, Python today is by far the most widely used language by GIS users and programmers.
This program covers the usage of Python and its advance libraries like geopandas, pysal, bokeh and osmnx to implement your own GIS features. The program also covers introductory modules around ArcGIS API, and QGIS toolboox.
Course Outline
Introduction to GIS
Installation and Required Packages
Introduction to Shapely for Geometric Objects
Intro to Pandas and GeoPandas
Managing maps and Projections
Geocoding and ArcGIS API
Geocoding Point in Polygons with GeoPandas
Spatial join
Data Classification; pysal map classifier
Overlay Analysis
Aggregating spatial data
Geometries simplifications
Visualization with Bokeh
Static and Interactive Maps
Using GIS Applications
ArcGIS API usage and processing toolbox
Python in QGIS; Processing toolbox & graphical modeller
Creating own processing toolbox;
Network Analysis and OpenStreetMap
Downloading and working with OpenStreetMap data; Osmnx
Network analysis in Python; Networkx; Osmnx;
Conclusion
Requirements
A prior experience with Python for Machine Learning and with the libraries like pandas, matplotlib is highly recommended.
Open Training Courses require 5+ participants.
Python for Geographic Information System (GIS) Training Course - Booking
Python for Geographic Information System (GIS) Training Course - Enquiry
Python for Geographic Information System (GIS) - Consultancy Enquiry
Consultancy Enquiry
Testimonials (2)
I'm looking forward to having a training again with Any, he was really good, I'm just a GIS guy, but Any made everything clear to me, he explained complex processes in layman's terms. Keep it up, thank you.
Lwazi Qhingana - South African National Roads Agency (SANRAL) SOC Ltd
Course - Python for Geographic Information System (GIS)
I really enjoyed the training. I found all modules to be applicable to problems that I am trying to solve at work. The integration of the training with jupyter notebooks was really impressive.
Mark Firmin - Environment and Climate Change Canada
Course - Python for Geographic Information System (GIS)
Provisional Upcoming Courses (Require 5+ participants)
Related Courses
ArcGIS for Spatial Analysis
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at field ecologists and conservation managers who wish to create data spatial projects in ArcGIS.
By the end of this training, participants will be able to:
- Output spatial data as visualizations.
- Conduct geostatics on actual data.
- Implement spatial data analysis, data processing, and mapping with ArcGIS.
- Analyze spatial data for projects in ArcGIS.
ArcMap in ArcGIS
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at intermediate-level environmental scientists and archaeologists who wish to learn how to use ArcMap in ArcGIS for collecting, organizing, managing, and analyzing geographic information.
By the end of this training, participants will be able to:
- Understand the fundamentals of ArcMap and ArcGIS.
- Collect, organize, manage, and analyze geographic information on the social and archaeological elements.
- Conduct spatial queries for impact evaluation.
ArcGIS from Basic to Advanced
35 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at beginner-level to advanced-level GIS professionals and analysts who wish to learn how to effectively use ArcGIS for data visualization, spatial analysis, and geospatial project management.
By the end of this training, participants will be able to:
- Navigate and utilize ArcGIS tools for geospatial data management.
- Create and customize maps with layers and attributes.
- Perform advanced spatial analysis and geoprocessing tasks.
- Automate workflows using ModelBuilder and Python.
ArcGIS Enterprise for Technical Support
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at beginner-level IT support personnel who wish to provide robust support for ArcGIS Enterprise, addressing any anomalies or failures effectively.
By the end of this training, participants will be able to:
- Understand the architecture and components of ArcGIS Enterprise.
- Learn to install, configure, and manage ArcGIS Enterprise.
- Gain skills in troubleshooting and resolving common issues.
- Develop proficiency in monitoring and maintaining ArcGIS Enterprise environments.
- Master the techniques for backup, recovery, and performance optimization.
ArcGIS Fundamentals
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at beginner-level professionals who wish to learn the fundamental concepts and tools of ArcGIS.
By the end of this training, participants will be able to:
- Understand the basic concepts of GIS and spatial data.
- Navigate the ArcGIS interface.
- Create and manage spatial data.
- Perform basic spatial analysis.
- Create maps and visualizations.
ArcGIS Pro for Spatial Analysis
14 HoursBy the end of this training, participants will be able to:
- Understanding GIS concepts and spatial data types using the latest version of ArcGIS Pro.
- Investigate the user interface and evaluate the uses
- Explore ArcGIS* Pro and how to utilize online content
- Manage, manipulate and analyze your own data
- Display and share your data in a meaningful and creative way
Note: We will use the latest version of ArcGIS Pro.
Advanced ArcGIS Pro for Spatial Analysis
35 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at advanced-level GIS professionals who wish to use ArcGIS Pro to enhance their spatial analysis capabilities, conduct comprehensive geostatistical analysis, and apply advanced 3D modeling techniques for more effective decision-making and problem-solving in real-world scenarios.
By the end of this training, participants will be able to:
- Develop advanced skills in spatial analysis techniques using ArcGIS Pro.
- Utilize Python scripting for automation and complex data processing.
- Apply spatial modeling for problem-solving in real-world scenarios.
- Conduct geostatistical analysis for advanced data interpretation.
- Integrate external data sources and leverage 3D spatial data analysis.
ArcGIS with Python Scripting
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at GIS analysts who wish to automate repetitive tasks in GIS processes.
By the end of this training, participants will be able to:
- Build GIS applications using Python and ArcGIS tools.
- Develop with the ArcGIS package ArcPy, using Python.
- Apply the ArcGIS modules for map automation using object classes in Python.
Advanced Geographic Information Systems (GIS)
21 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at intermediate-level geographers who wish to deepen their expertise in spatial analysis, data management, and GIS applications.
By the end of this training, participants will be able to:
- Apply advanced spatial analysis techniques to solve complex geographical problems.
- Manage large spatial databases and perform data quality control.
- Create dynamic and interactive maps and visualizations for various applications.
- Utilize programming and automation to streamline GIS workflows.
Google Maps API for Developers
14 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at developers who wish to enhance their website or web application by adding geo-location functionality through Google Maps.
By the end of this training, participants will be able to:
- Embed a map into a new or existing website or web application.
- Display live data that synchs with current location.
- Create a mashup that includes Google Maps.
- Apply good CSS and JavaScript coding practices
- Create a custom map for an application.
Python for ArcGIS and QGIS for Earth Sciences and Engineering Professionals
35 HoursThis instructor-led, live training in Australia (online or onsite) is aimed at beginner-level earth sciences and engineering professionals who wish to use Python for geospatial analysis in both ArcGIS and QGIS environments.
By the end of this training, participants will be able to:
- Learn Python syntax and control structures for executing geospatial tasks efficiently.
- Use Pandas, Numpy, and Matplotlib for data analysis and visualization in GIS.
- Manipulate and analyze vector data with Geopandas, Arcpy, and PyQGIS libraries.
- Automate geospatial processes and workflows using Python scripting in ArcGIS and QGIS.
- Develop custom Python-based geoprocessing tools for ArcGIS and QGIS to streamline tasks.
QGIS for Geographic Information System
21 HoursA geographic information system (GIS) is a system designed to capture, store, manipulate, analyze, manage, and present spatial or geographic data. The acronym GIS is sometimes used for geographic information science (GIScience) to refer to the academic discipline that studies geographic information systems and is a large domain within the broader academic discipline of geoinformatics.
QGIS functions as geographic information system (GIS) software, allowing users to analyze and edit spatial information, in addition to composing and exporting graphical maps. QGIS supports both raster and vector layers; vector data is stored as either point, line, or polygon features. Multiple formats of raster images are supported, and the software can georeference images. To summarize it allows the users to Create, edit, visualise, analyse and publish geospatial information on Windows, Mac, Linux, BSD.
This program, in its first phase, introduces the QGIS interface for general usage. In the second phase, we introduce PyQGIS - the python libraries of QGIS that allows the integration of GIS functionalities in your python code or your python application, so that you may even create your own Python Plugin around a particular GIS functionality.