Geodata science, machine learning, artificial intelligence

Artificial Intelligence for geodata

19 Oct 2022 09:00 - 16:30

These days, you can't escape the terms artificial intelligence, machine learning, deep learning, computer vision, NLP, data science, ... But what do these terms mean exactly and how can these techniques be applied to geodata to solve your spatial problems? How do you determine if AI is the right solution for your problem? Get started during this one-day session that teaches you the concepts, the tools, the typical project workflow and the pitfalls.

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Practical information:

19 Oct 2022 09:00 - 16:30

UBIcenter D, Philipssite 5 bus 27, 3001 Leuven

English

Target audience: Geo-ICT, Theme courses

Want to register?

Register until: 19 Oct 2022
Prerequisites: Basic knowledge of GIS
Price: 520,00 EUR excl. 21% VAT - including lunch (n/a in case of online training) and english course material

More info & registration ⇗

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In this course you will learn:

The basic concepts, tools, development process and criteria that will allow you to evaluate how GeoAI can help solve your spatial problems.

Topics:

Concepts of artificial intelligence, machine learning, GeoAI.
Taxonomy of AI techniques.
Basic concepts such as supervised, unsupervised and reinforcement learning methods.
Machine learning tools: frameworks, applications and server/cloud infrastructure.
Development and evaluation of processes.
Machine learning canvas to evaluate the feasibility of your project and plan the project.
GeoAI use cases in areas such as computer vision, planning, prediction and pattern recognition.
GeoAI in practice using an extensive set of use cases.