Deep Learning in ArcGIS

Total study time: 24 hours

In this one-on-one course, you’ll learn how to apply AI models for object detection, image classification, and pattern recognition. You’ll train neural networks and analyze geospatial data faster and smarter. With personal guidance and hands-on assignments, you’ll start using deep learning in ArcGIS right away.

Deep learning in ArcGIS

Deep learning is transforming how we work with geospatial data. With AI, GIS professionals can now detect patterns in large datasets more quickly—making analysis faster, smarter, and more automated. Think of detecting buildings in aerial photos, mapping land use, or generating maps automatically.

ArcGIS integrates deep learning to tackle complex GIS challenges. Whether you’re classifying buildings, identifying roads, or analyzing landscapes, neural networks help speed up workflows, reduce errors, and increase accuracy.

By using deep learning in ArcGIS, you can automate repetitive tasks, save time, and unlock new insights from your geodata. But how do you actually apply these tools in your own projects? This course walks you through it—step by step. You’ll learn how to combine AI with ArcGIS to perform advanced analysis and optimize your GIS workflows.

What will you learn in this blended learning course?

This course offers a practical introduction to using deep learning for more effective geospatial data analysis. Through AI, you’ll explore how to detect patterns, identify objects, and automate complex processing tasks.

Beginning with the fundamentals of deep learning and neural networks, you’ll gain insight into how these models function and why they’re well-suited for GIS applications. After that, you’ll move on to applying them in ArcGIS to enhance both accuracy and efficiency.

Next, you’ll get hands-on. You’ll practice collecting, preparing, and optimizing training data for AI models. Using tools like ArcGIS Pro and ArcGIS Image Analyst, you’ll build and fine-tune models to solve real GIS challenges.

Finally, you’ll put your skills to the test. You’ll run object detection on aerial and satellite images, classify land cover, and track land use changes. By the end, you’ll be ready to handle complex GIS problems using AI.

Why choose this course on deep learning in ArcGIS?

Blended learning gives you the best of both worlds—live interaction and flexible self-paced study—so you can build real, job-ready skills using deep learning in ArcGIS. In this course, you’ll work directly with AI tools and learn how to apply them to real geospatial problems.

We start with a live session where you’ll work hands-on with real datasets. Guided by experienced trainers, you’ll prepare imagery, label training data, and set up your first deep learning models.

Next, our self-paced modules let you dig deeper. You’ll explore how deep learning fits into GIS, how to use ArcGIS Pro and Image Analyst, and how to fine-tune models to get better results. You’ll also learn to automate tasks and extract key insights from imagery.

Then, in a second live session, you’ll apply everything you’ve learned. You’ll train and evaluate a model, solve common issues, and get expert feedback to refine your workflow.

One highlight of the course is its practical focus. You’ll work through real-world case studies—like detecting objects or monitoring land use changes. The outputs you create won’t just be practice—they’ll be ready for your real projects.

By combining expert instruction with flexible learning, this course goes far beyond theory. By the end, you’ll be confident in training and applying AI models in ArcGIS—and ready to make smarter, faster decisions with geospatial data.

Sign up for this
Blended Learning

    Price: €395 (excl. VAT)



    Start:
     2-hour online session


    Self-study:
     Review course materials


    End:
     1-hour online session



    You’ll receive 1-on-1 guidance. After signing up, our course coordinator will contact you to schedule your first session.

    Learning Outcomes

    After completing this course, you’ll be able to:

    • Use deep learning in ArcGIS to analyze geospatial data and automate tasks
    • Prepare and optimize training data for AI models
    • Apply neural networks for object detection, image classification, and pattern recognition
    • Perform automated land use classification using ArcGIS Pro and ArcGIS Image Analyst

    More Information?

    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.

    Frequently Asked Questions

    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.