{"id":974,"date":"2023-07-11T09:25:32","date_gmt":"2023-07-11T07:25:32","guid":{"rendered":"https:\/\/www.gis-hub.uzh.ch\/?page_id=974"},"modified":"2025-12-11T15:33:48","modified_gmt":"2025-12-11T14:33:48","slug":"data-tutorials-and-infrastructure","status":"publish","type":"page","link":"https:\/\/www.gis-hub.uzh.ch\/en\/data-tutorials-and-infrastructure\/","title":{"rendered":"Data, Tutorials and Infrastructure"},"content":{"rendered":"\n<p>Here you&#8217;ll find tutorials. Scroll down for more information on data and infrastructure.<\/p>\n\n\n\n<p><strong>Tutorials<\/strong><\/p>\n\n\n<section class=\"wp-block-ub-post-grid ub-block-post-grid align  is-equal-height preserve-post-image-aspect-ratio\" style=\"\" id=\"ub-post-grid-523f26bc-a718-4ec2-8145-b9807b3ca347\"><div class=\"ub-post-grid-items is-grid columns-3\" style=\"row-gap: 32px; column-gap: 32px; \"><article id=\"post-1990\" class=\"ub-post-grid-item post-1990 post type-post status-publish format-standard has-post-thumbnail hentry category-qgis category-tutorial tag-geographic-visualisation tag-swisstopo entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-add-a-swisstopo-layer-in-qgis\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1188\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent.png\" class=\"attachment-full size-full\" alt=\"Dufourkarte Erstausgabe 1845-1865\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent.png 2048w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-300x174.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-1024x594.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-768x446.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-1536x891.png 1536w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-18x10.png 18w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2025\/05\/Dufourkarte_extent-1568x910.png 1568w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-add-a-swisstopo-layer-in-qgis\/\" rel=\"bookmark\">How to add a Swisstopo layer in QGIS?<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>In QGIS, you can add all the layers from the federal geoportal (map.geo.admin.ch) to your project. This tutorial shows you how.<\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-add-a-swisstopo-layer-in-qgis\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">How to add a Swisstopo layer in QGIS?<\/span><\/a><\/p><\/div><\/div><\/article>\n<article id=\"post-1442\" class=\"ub-post-grid-item post-1442 post type-post status-publish format-standard has-post-thumbnail hentry category-map-layout category-qgis category-tutorial entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-create-a-map-layout\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"1616\" height=\"966\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti.png\" class=\"attachment-full size-full\" alt=\"\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti.png 1616w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-300x179.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-1024x612.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-768x459.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-1536x918.png 1536w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-18x12.png 18w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Bsp_Ruti-1568x937.png 1568w\" sizes=\"auto, (max-width: 1616px) 100vw, 1616px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-create-a-map-layout\/\" rel=\"bookmark\">How to create a map layout?<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>You need a map for a paper or a presentation? This QGIS tutorial shows you how to create a layout for your map with a title, a legend, a north arrow, a scale etc., which you can export as image or PDF.<\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-create-a-map-layout\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">How to create a map layout?<\/span><\/a><\/p><\/div><\/div><\/article>\n<article id=\"post-1408\" class=\"ub-post-grid-item post-1408 post type-post status-publish format-standard has-post-thumbnail hentry category-geodata category-gis-hub category-qgis category-tutorial tag-geographic-visualisation tag-ortsnamen entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/comparing-two-sets-of-point-data-iii\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1414\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map.png\" class=\"attachment-full size-full\" alt=\"\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map.png 2000w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-300x212.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-1024x724.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-768x543.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-1536x1086.png 1536w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-18x12.png 18w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Chi_map-1568x1109.png 1568w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/comparing-two-sets-of-point-data-iii\/\" rel=\"bookmark\">Comparing two sets of point data (III)<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>When we count points of two data sets per cell, we can compare their densities. Generating Chi expectation surfaces allows us to compare actual with expected densities.<\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/comparing-two-sets-of-point-data-iii\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">Comparing two sets of point data (III)<\/span><\/a><\/p><\/div><\/div><\/article>\n<article id=\"post-1315\" class=\"ub-post-grid-item post-1315 post type-post status-publish format-standard has-post-thumbnail hentry category-geodata category-gis-hub category-qgis category-tutorial tag-geographic-visualisation tag-ortsnamen entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/working-with-point-data\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1414\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning.png\" class=\"attachment-full size-full\" alt=\"\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning.png 2000w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-300x212.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-1024x724.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-768x543.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-1536x1086.png 1536w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-18x12.png 18w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/hexagonal_binning-1568x1109.png 1568w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/working-with-point-data\/\" rel=\"bookmark\">Working with point data (II)<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>This is part II of the point data tutorial for QGIS. It teaches you how to create a grid to calculate a density surface, that is to count the points per grid cell. <\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/working-with-point-data\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">Working with point data (II)<\/span><\/a><\/p><\/div><\/div><\/article>\n<article id=\"post-1274\" class=\"ub-post-grid-item post-1274 post type-post status-publish format-standard has-post-thumbnail hentry category-geodata category-gis-hub category-qgis category-tutorial tag-geographic-visualisation tag-ortsnamen entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/selecting-point-data-in-qgis\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"1163\" height=\"741\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header.png\" class=\"attachment-full size-full\" alt=\"\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header.png 1163w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header-300x191.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header-1024x652.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header-768x489.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2024\/01\/Header-18x12.png 18w\" sizes=\"auto, (max-width: 1163px) 100vw, 1163px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/selecting-point-data-in-qgis\/\" rel=\"bookmark\">Selecting point data in QGIS (I)<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>Let\u2019s assume: You have imported point data into QGIS and want to analyse it further. This short tutorial shows you step by step how you can filter your dataset based on an attribute or on the spatial location.<\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/selecting-point-data-in-qgis\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">Selecting point data in QGIS (I)<\/span><\/a><\/p><\/div><\/div><\/article>\n<article id=\"post-1248\" class=\"ub-post-grid-item post-1248 post type-post status-publish format-standard has-post-thumbnail hentry category-archaeology category-dialectology category-ecology category-geodata category-linguistik category-qgis category-qgis-cloud category-tutorial tag-fieldwork tag-geographic-visualisation entry\" style=\"\"><div class=\"ub-block-post-grid-image\" style=\"\"><a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-start-a-new-project-in-qgis\/\" rel=\"bookmark\" aria-hidden=\"true\" tabindex=\"-1\"><img loading=\"lazy\" decoding=\"async\" width=\"1272\" height=\"937\" src=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header.png\" class=\"attachment-full size-full\" alt=\"\" style=\"max-width: 400px; \" srcset=\"https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header.png 1272w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header-300x221.png 300w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header-1024x754.png 1024w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header-768x566.png 768w, https:\/\/www.gis-hub.uzh.ch\/wp-content\/uploads\/2023\/12\/header-16x12.png 16w\" sizes=\"auto, (max-width: 1272px) 100vw, 1272px\"><\/a><\/div><div class=\"ub-block-post-grid-text\" style=\"\"><div class=\"ub-block-post-grid-header-content\"><header class=\"ub-block-post-grid-header\"><h2 class=\"ub-block-post-grid-title\"><a style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-start-a-new-project-in-qgis\/\" rel=\"bookmark\">How to start a new project in QGIS?\u00a0<\/a><\/h2><\/header><\/div><div class=\"ub-block-post-grid-excerpt\"><div class=\"ub-block-post-grid-excerpt-text\" style=\"\"><p>You have spatial data and know what you want to analyse, but how do you start? This short tutorial gets you started and guides you step by step through a project setup. <\/p>\n<\/div><p><a class=\"ub-block-post-grid-more-link ub-text-link\" style=\"\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-start-a-new-project-in-qgis\/\" rel=\"bookmark\">Continue Reading <span class=\"screen-reader-text\">How to start a new project in QGIS?\u00a0<\/span><\/a><\/p><\/div><\/div><\/article>\n<\/div><\/section>\n\n\n<p><strong>Minor Spatial Data Science<\/strong><br>UZH will launch a new minor in Spatial Data Science (30 ECTS) as of fall 2025. You&#8217;ll find more information <a href=\"https:\/\/www.geo.uzh.ch\/en\/studying\/sds_minor.html\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.<br><br><strong>Infrastructure<\/strong><br>&#8211; <a href=\"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=2zjkx2LkIkypCsNYsWmAs_zM6MpFO1xLpsr1QmrR9aRUQTlJU0hBSzM3RjNUSk1IVlYxUUhDSTdVMy4u\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">Request access to\u00a0ArcGIS Online and ArcGIS Pro\u00a0with your UZH account<\/a> (fill in the form in the link and you will get notified once your access has been set up. If you work or study at <a aria-label=\"GIUZ (opens in a new tab)\" href=\"https:\/\/www.geo.uzh.ch\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">GIUZ<\/a>, you can go to <a aria-label=\"uzh.maps.arcgis.com (opens in a new tab)\" href=\"https:\/\/uzh.maps.arcgis.com\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">uzh.maps.arcgis.com<\/a> and simply log in with your UZH short name and password.)<\/p>\n\n\n\n<p><strong>Data<\/strong><br><a href=\"https:\/\/geovite.ethz.ch\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">Topographic Raster and Vector Maps, Digital Elevation Models and Orthophotos<\/a> (by GeoVITe, open to all students and researchers at UZH, login via Switch edu-ID)<\/p>\n\n\n\n<p><strong>Open Data Switzerland <\/strong><br>This is small selection of open data for Switzerland which you can use to practice:<br>&#8211; <a href=\"https:\/\/www.stadt-zuerich.ch\/portal\/de\/index\/ogd.html\" target=\"_blank\" rel=\"noreferrer noopener\">Open Data Z\u00fcrich (by Stadt Z\u00fcrich)<\/a><br>&#8211; <a href=\"https:\/\/opendata.swiss\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">Swiss Open Government Data (by the Swiss Federal Statistical Office, FSO)<\/a><br>&#8211; <a aria-label=\"Open Data Collection, curated by S. Graf (opens in a new tab)\" href=\"https:\/\/storymaps.arcgis.com\/stories\/431cde9341ae420084eba8e0860035fb\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">Open Data Collection, curated by S. Graf<\/a><\/p>\n\n\n\n<p><strong>Some global open data sources<\/strong><br>&#8211; <a href=\"https:\/\/overpass-turbo.eu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Overpass turbo,&nbsp;a web-based data filtering tool for OpenStreetMap<\/a><br>&#8211; <a href=\"https:\/\/data.worldbank.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">World Bank<\/a><br>&#8211; <a href=\"https:\/\/www.unesco.org\/en\/ideas-data\/data-center\" target=\"_blank\" rel=\"noreferrer noopener\">UNESCO<\/a><br>&#8211; <a aria-label=\"SprachGIS (Language GIS) on regionalsprache.de (opens in a new tab)\" href=\"https:\/\/www.regionalsprache.de\/anwendungsm%C3%B6glichkeiten.aspx\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">SprachGIS (in German, &#8220;Language GIS&#8221;) on regionalsprache.de<\/a><br>&#8211; <a href=\"https:\/\/www.govdata.de\/\" target=\"_blank\" rel=\"noreferrer noopener\">OGD Portal Germany<\/a><br>&#8211; <a href=\"https:\/\/www.data.gv.at\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">OGD Portal Austria<\/a><br>&#8211; <a href=\"https:\/\/data.europa.eu\/data\/datasets?locale=en\" target=\"_blank\" rel=\"noreferrer noopener\">OGD Portal EU<\/a><br>&#8211; <a href=\"https:\/\/www.gov.uk\/\" target=\"_blank\" rel=\"noreferrer noopener\">OGD Portal UK<\/a><br>&#8211; <a href=\"https:\/\/data.gov\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"ek-link\">OGD Portal USA<\/a><\/p>\n\n\n\n<p><strong>Maps<\/strong><br>&#8211; <a class=\"ek-link\" href=\"Kartenportal.CH: specialist portal for maps from libraries and archives in Switzerland\">Kartenportal.CH: specialist portal for maps from libraries and archives in Switzerland<\/a><\/p>\n\n\n\n<p><strong>Libraries\/Code<\/strong><br>&#8211; <a href=\"https:\/\/github.com\/dguzh\/geoparser-workshop\" target=\"_blank\" rel=\"noreferrer noopener\">Python library <strong><em>Irchel Geoparser<\/em><\/strong> to extract toponyms (place names) out of text(s) and georeference them (by Diego Gomes, developper of the Irchel Geoparser)<\/a><\/p>\n\n\n\n<p><strong>External Tutorials<\/strong>\u00a0<strong>and other support material<\/strong>\u00a0<strong>for QGIS<\/strong><br>&#8211; QGIS Beginner Tutorials in our Blog: <a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/how-to-start-a-new-project-in-qgis\/\">How to start a new project in QGIS?\u00a0<\/a>, <a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/selecting-point-data-in-qgis\/\">Selecting point data in QGIS<\/a>, <a href=\"https:\/\/www.gis-hub.uzh.ch\/en\/working-with-point-data\/\">Working with point data (II)<\/a> etc.<br>&#8211; <a href=\"https:\/\/qgis.org\/en\/site\/forusers\/trainingmaterial\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">QGIS Cheatsheet (by openschoolmaps.ch)<\/a><br>&#8211; <a href=\"https:\/\/qgis.org\/en\/site\/forusers\/trainingmaterial\/index.html\" target=\"_blank\" rel=\"noreferrer noopener\">QGIS Training Material (by qgis.org, in various languages)<\/a><br>&#8211; <a href=\"https:\/\/gitlab.uzh.ch\/daur\/qgis-fs-22\/-\/wikis\/basics\" target=\"_blank\" rel=\"noreferrer noopener\">QGIS Basics Wiki (by Daniel Ursprung)<\/a><br>&#8211; <a href=\"https:\/\/www.coursera.org\/search?query=qgis&amp;utm_source=bg&amp;utm_medium=sem&amp;utm_campaign=04-CourseraPlus-EU&amp;utm_content=04-CourseraPlus-EU&amp;campaignid=426115655&amp;adgroupid=1216060348342344&amp;device=c&amp;keyword=online%20courses&amp;matchtype=p&amp;network=o&amp;devicemodel=&amp;adpostion=&amp;creativeid=&amp;hide_mobile_promo=&amp;msclkid=464d94d5d90011bace95f7d6fcd94a05&amp;utm_term=online%20courses\" target=\"_blank\" rel=\"noreferrer noopener\">QGIS courses at Coursera<\/a><\/p>\n\n\n\n<p><strong>External Tutorials and other support material for ArcGIS Online<\/strong><br>&#8211; <a href=\"https:\/\/storymaps.arcgis.com\/collections\/248966fdbb7e4b44bd753340410caa70\" target=\"_blank\" rel=\"noreferrer noopener\">ArcGIS R Bridge Tutorial<\/a> (by Stefan Graf from ESRI Switzerland)<br>&#8211; <a href=\"https:\/\/www.esri.com\/training\/catalog\/5f45808f19ffc671e90d302e\/arcgis-online-for-beginners\/#!\">ArcGIS Online for Beginners | Learning Plan (esri.com)<\/a><br>&#8211; <a href=\"https:\/\/learn.arcgis.com\/en\/paths\/essential-arcgis-online-skills\/\">Essential ArcGIS Online skills | 10 tutorials (esri.com)<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here you&#8217;ll find tutorials. Scroll down for more information on data and infrastructure. Tutorials Minor Spatial Data ScienceUZH will launch a new minor in Spatial Data Science (30 ECTS) as<a class=\"more-link\" href=\"https:\/\/www.gis-hub.uzh.ch\/en\/data-tutorials-and-infrastructure\/\">Continue reading <span class=\"screen-reader-text\">&#8220;Data, Tutorials and Infrastructure&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"class_list":["post-974","page","type-page","status-publish","hentry","entry"],"featured_image_src":null,"_links":{"self":[{"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/pages\/974","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/comments?post=974"}],"version-history":[{"count":36,"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/pages\/974\/revisions"}],"predecessor-version":[{"id":2052,"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/pages\/974\/revisions\/2052"}],"wp:attachment":[{"href":"https:\/\/www.gis-hub.uzh.ch\/en\/wp-json\/wp\/v2\/media?parent=974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}