{"id":331,"date":"2022-03-28T15:21:09","date_gmt":"2022-03-28T15:21:09","guid":{"rendered":"https:\/\/edith.uninsubria.it\/?p=331"},"modified":"2022-03-29T13:44:47","modified_gmt":"2022-03-29T13:44:47","slug":"edith-workshop-at-the-2022-pata-days-in-france","status":"publish","type":"post","link":"https:\/\/edith.uninsubria.it\/index.php\/2022\/03\/28\/edith-workshop-at-the-2022-pata-days-in-france\/","title":{"rendered":"EDITH workshop at the 2022 PATA days in France!"},"content":{"rendered":"\n

Here we are! We’ll be there! At the PATA days, obviously!<\/p>\n\n\n\n

We invited Dr. Anika Braun<\/a> to lead a hands-on workshop on the usage of Artificial Intelligence (AI) in Earth Sciences, and this is what we plan for you!<\/p>\n\n\n\n

The Workshopwill be held during the PATA Days 2022 in France<\/a>.
Tuesday, September 27 2022; 18:30 – 19:30 CET
Wednesday, September 28 2022; 18:30 – 19:30 CET<\/p>\n\n\n\n

If you want to partecipate to the workshop (under the PATA days subscription), please register here<\/a>. https:\/\/forms.gle\/QZvh2HDLxi4Vu3aS8 <\/p>\n\n\n\n

Only 20 sits available!<\/p>\n\n\n\n

\"\"
Anika is an expert on the applicatin of AI to landslide susceptibility analysis<\/figcaption><\/figure><\/div>\n\n\n\n

“Everything You Always Wanted to Know About Artificial Intelligence* (*But Were Afraid to Ask)) \u2013 a hands-on workshop on AI in Earthquake Geology\u201d <\/h2>\n\n\n\n

Artificial Intelligence has long found its way\ninto remote sensing and earth sciences, with applications e.g. in feature\ndetection, spatial prediction, and hazard modelling. With the increasing\navailability of data, e.g. from satellites and drones, we also have an\nincreasing need to efficiently exploit this data for valuable information. In\nthe past few years, there has also been an incredible development in the\navailability of (open) tools and educational materials, enabling us to easily\ntap this data treasure. In order to generate plausible, reliable, and\nreproducible information for earth sciences however, it is important that we\ncritically address points such as input data quality, model type, and results.<\/p>\n\n\n\n

In this short course, you will learn some basics\nof Artificial Intelligence for earth science applications, so you know where to\nstart if you want to implement this technique for your own project. In a simple\nhands-on example, we will see how you can critically explore your input data\nand prepare it for modelling. We will train some models, and then explore tools\nto evaluate the modelling outcomes. You will also be sensitized for the most\nimportant pit-falls and sources of uncertainty.<\/p>\n\n\n\n

Participants need a computer (Windows or Mac) with\nan up-to-date operation system and some free disc space. No programming skills\nrequired, but some basic understanding of statistics would be good. <\/p>\n\n\n\n

<\/p>\n\n\n\n

Day 1<\/h2>\n\n\n\n

Theory:
\nMachine learning concepts
\nGeneral workflow
\nData preparation and exploration<\/p>\n\n\n\n

Hands-on:
\n(Data export from GIS (SAGA GIS?))
\nData preparation (IBM SPSS Modeler)<\/p>\n\n\n\n

Day 2<\/h2>\n\n\n\n

Theory:
\nModel types
\nEvaluation Tools<\/p>\n\n\n\n

Hands-on:
\nModelling
\nModel Evaluation
\n(Data re-import in GIS (SAGA, QGIS))<\/p>\n\n\n\n

Workshop\nmaterials<\/strong><\/h2>\n\n\n\n

Installation Guide and licenses<\/p>\n\n\n\n

Sample dataset and project<\/p>\n\n\n\n

\u201cCookbook\u201d with most important application\nscenarios, data requirements, available tools, further reading or videos (we\ncould ask the participants in advance what kind of machine learning problem\nthey are interested in to adapt this to their needs) <\/p>\n","protected":false},"excerpt":{"rendered":"

Here we are! We’ll be there! At the PATA days, obviously! We invited Dr. Anika Braun to lead a hands-on workshop on the usage of Artificial Intelligence (AI) in Earth Sciences, and this is what we plan for you! The Workshopwill be held during the PATA Days 2022 in France. Tuesday, September 27 2022; 18:30 … <\/p>\n

Continue reading “EDITH workshop at the 2022 PATA days in France!”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/posts\/331"}],"collection":[{"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/comments?post=331"}],"version-history":[{"count":3,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/posts\/331\/revisions"}],"predecessor-version":[{"id":336,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/posts\/331\/revisions\/336"}],"wp:attachment":[{"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/media?parent=331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/categories?post=331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edith.uninsubria.it\/index.php\/wp-json\/wp\/v2\/tags?post=331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}