lbuk / UD_Intro_SDSML2022

Materials for the Introduction to Spatial Data Science and Machine Learning workshops and UCL's Urban Design B-Pro programme 2022/2023

Repository from Github https://github.comlbuk/UD_Intro_SDSML2022Repository from Github https://github.comlbuk/UD_Intro_SDSML2022

Introduction to Spatial Data Science and Machine Learning

Overview

This repository contains materials for the Introduction to Spatial Data Science and Machine Learning workshops and UCL's Urban Design B-Pro programme 2022/2023. The workshops will be taking place via Zoom and aim to provide an introduction to spatial data science and machine learning using Python.

Schedule

01. Spatial Data - 10am to 2pm, 11/11/2022

  • Intro to spatial data: vector and raster formats, geometries, Coordinate Reference Systems
  • Basics of programming for spatial data science
  • Reading, formatting and exporting spatial data utilising Python

02. Visualisation - 10am to 2pm, 18/11/2022

  • Intro to data visualisation: concepts and methods
  • Mapping techniques
  • Python for data visualisation and mapping

Modelling - 10am to 2pm, 25/11/2022 - CANCELLED (UCU STRIKES)

03. Machine Learning - 10am to 2pm, 02/12/2022

  • Intro to machine learning: concepts, methods and ethics
  • Python for machine learning

Workshop Resources

The workshop resources includes data, IPython notebooks and presentation slides.

About

Materials for the Introduction to Spatial Data Science and Machine Learning workshops and UCL's Urban Design B-Pro programme 2022/2023

License:Creative Commons Zero v1.0 Universal


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