Space training opportunities

Machine Learning for Earth Observation

Workshop (Truro) by Truro and Penwith College · Past · Free

This 2-day course will enhance your knowledge of Machine Learning in an Earth Observation context, providing you with useful skills for the sector. The course will cover the following topics: Introduction to Remote Sensing and Machine Learning We will ensure all learners have an understanding of Remote Sensing/Earth Observation data, the sources and the broad uses. It will also introduce Machine Learning in the context of RS/EO. Overview of GIS data analysis tools This module is intended to introduce the learners to the broad variety of tools available (open source) for the analysis and interrogation of geospatial data. Remote Sensing Systems This module will introduce the satellite-borne sensors we commonly use, particularly those on open source platforms. We will discuss the data formats and types that those sensors produce. Machine learning for land use and land cover applications. This will be an applied module diving deeper into an application of ML techniques. Machine learning for Object detection and Segmentation. This is a further applied module, which will look at a further application of ML and introduce Deep Learning.

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• Artificial intelligence & machine learning
• Remote sensing