GeoAI
Master geospatial analysis, machine learning, and predictive modeling in this hands-on course by Geo-ICT—designed for professionals who want to turn location data into real-world solutions using ArcGIS Pro. Whether you work in urban planning, environmental management, logistics, or public safety, this course will equip you with the tools and techniques to extract meaningful insights from geospatial data and support smarter, data-driven decisions.
Spatial data science is a fast-growing field that combines data science with geospatial technology to help us understand the world in new and deeper ways. By analyzing and modeling location-based data, it reveals patterns, trends, and relationships that would otherwise go unnoticed. Unlike traditional data analysis, spatial data science brings a crucial dimension into the picture—geography. This spatial context is what enables smarter decision-making in everything from city planning and transportation to climate adaptation and disaster response.
At the core of this discipline are advanced techniques such as geostatistics, machine learning, and spatial modeling. These allow professionals to move beyond simply describing what’s happening and start predicting what might happen next. Tools like kriging, spatial clustering, and regression models help convert raw geospatial data into clear, actionable insights.
ArcGIS Pro, developed by Esri, brings all these capabilities together in a powerful, user-friendly platform. It supports sophisticated analysis and visualization workflows, making it an essential tool in industries like urban planning, environmental management, logistics, and public safety. As more organizations rely on spatial data to guide decisions, the demand for skilled professionals in this field continues to rise.
Geo-ICT’s “Spatial Data Science with ArcGIS Pro” course is designed to meet that need. It offers a practical, hands-on introduction to the core tools, concepts, and techniques of spatial data science—preparing you to tackle real-world challenges with confidence.
No prior experience with ArcGIS? No problem — we recommend starting with our ArcGIS Desktop Basics course to build a strong foundation.
In this course, you’ll develop a deep, working knowledge of spatial data science and how to apply it in ArcGIS Pro. Through guided instruction and hands-on exercises, you’ll learn how to uncover spatial patterns using techniques like kriging and point pattern analysis. You’ll explore how to use machine learning—specifically classification, regression, and clustering—to analyze geospatial data and make informed predictions.
As the course progresses, you’ll build predictive models that help forecast spatial trends, based on current and historical data. You’ll also get practical experience with network analysis, an essential method for optimizing routes and understanding how locations are connected—particularly useful in fields like logistics and transport planning.
Data visualization plays a key role, and you’ll become confident designing maps and dashboards that make complex findings clear and accessible. By combining analysis with storytelling, you’ll learn to communicate your insights in a way that drives action.
By the end of the course, you’ll be equipped to solve complex spatial problems and present your results effectively—turning raw data into real value for your organization or community.
Geo-ICT’s course stands out because it focuses on real skills, real tools, and real-world application. Here’s why it’s a smart investment in your future:
The course is flexible, with a structure that fits your learning style and pace.
You’ll start with the basics of spatial data science and get familiar with the tools ArcGIS Pro offers for spatial analysis. In the morning, we cover key geostatistical techniques, including kriging and point pattern analysis—methods that help you understand and model spatial variation.
In the afternoon, the focus shifts to foundational machine learning concepts like classification, regression, and clustering. You’ll explore how these methods apply to spatial data and begin working through practical examples using ArcGIS Pro.
The second day dives into more advanced topics. You’ll explore machine learning techniques tailored for spatial data, such as spatial regression and decision trees. Through hands-on exercises, you’ll learn how to evaluate model performance and interpret results with confidence.
Later, we turn to spatial storytelling—learning how to design clear, impactful maps that communicate your findings visually. The day wraps up with a real-world case study, where you’ll bring all your skills together to solve a complex geospatial problem from start to finish.
Do you have questions about the course content? Not sure if the course aligns with your learning objectives? Or would you prefer a private session or in-company training? We’re happy to assist—feel free to get in touch.
We aim to make our courses accessible to as many people as possible. If the course fee is a concern, instead of registering directly, you can indicate on the registration form that you’d like to receive a quote tailored to your needs. In many cases, we can offer flexible solutions. For instance, we can adjust the course content for large groups, shorten the course based on existing knowledge, or offer daily rates to suit your requirements.
Yes, you can reach out to the instructor with questions for up to 2 weeks after the course. Since the instructor is likely teaching other courses, we recommend emailing your questions to info@geo-ict.com. We’ll forward your inquiry to the instructor, and you’ll receive a response within 24 hours. After the 2-week period, we recommend using our Personalized Online Support for continued assistance.
Yes, we offer on-site training regularly throughout the Netherlands. Our instructor will bring laptops for the participants, and all you need to do is arrange a suitable room at your location.
Please send your requirements to info@geo-ict.com, and we will provide a customized quote, which will include travel and accommodation costs. Once the quote is confirmed, our course coordinator will reach out to schedule the training days.
After each course, participants receive a link to our evaluation portal where you can share your feedback on what you liked and didn’t like. We strive to provide a great experience for all our participants, but if you have a complaint, please click on ‘Complaints Procedure’ in the portal. This document will guide you through the steps to take. Geo-ICT Training Center, Netherlands, is a member of the Dutch Council for Training and Education (NRTO), ensuring a fair and transparent process.
Courses are typically scheduled according to the Dutch time zone, with sessions running from 9:00 AM to 12:00 PM and 1:00 PM to 4:00 PM. For participants in different time zones, we adjust the course times in consultation with you.
