{"id":30,"date":"2023-10-17T11:23:57","date_gmt":"2023-10-17T11:23:57","guid":{"rendered":"http:\/\/vargas-solar.com\/data-curation-tutorial\/?page_id=30"},"modified":"2026-07-03T18:50:48","modified_gmt":"2026-07-03T18:50:48","slug":"project","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/data-curation-tutorial\/long-version\/project\/","title":{"rendered":"Project"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\" id=\"objective\">Objective<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Have hands-on experience in designing and implementing data science experiments for addressing scientific, industrial, environmental, social problems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Topics<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">You can choose one of the following challenges or propose your own. Follow instructions below to prepare your results according to the announced schedule.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is a general idea of the topic. It can be adjusted.<br><em>Challenge 1:<\/em><br>&#8212; Description: <a href=\"https:\/\/docs.google.com\/document\/d\/1soA_zdm0khR0R1ZW-k82KHguq-oUIu24sa_KemqtTj4\/edit?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">Estimating Earthquake Epicentres<\/a> <br>&#8212; Dataset: <a href=\"https:\/\/drive.google.com\/drive\/folders\/1ztekCKKQtslHdATup9h3KQWmVvERtyHC?usp=sharing\">Challenge 1 dataset<\/a><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>N.B This challenge was proposed during a Summit of the project ADAGEO with the Earth Sciences department of UFRN, Brazil. Announced mentors are no longer available so contact me on slack if you have questions<\/em>: <a rel=\"noreferrer noopener\" href=\"https:\/\/join.slack.com\/t\/data-process-curation\/shared_invite\/zt-25yrgl98i-kxlRowmy5f0ocTpsk2DfZw\" target=\"_blank\"><strong><em>Curation Slack Channel<\/em><\/strong><\/a><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Challenge 2:<\/em><br>&#8212; Description: if you are not willing to perform analytics and rather address meta-data management. Then you can create an ATLAS repository with as much meta-data as possible of <strong>datasets regarding your research<\/strong> or <strong>those proposed as follows<\/strong>.<br>&#8212; As starting point run the second ATLAS hands-on available here: <span style=\"font-size: revert;\">[<\/span><a rel=\"noreferrer noopener\" style=\"font-size: revert;\" href=\"https:\/\/github.com\/javieraespinosa\/lifranum\/blob\/main\/tutorials\/atlas-tutorial2.ipynb\" target=\"_blank\">HO-2b<\/a><span style=\"font-size: revert;\">]<\/span><br>&#8212; Datasets and context description: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/drive.google.com\/drive\/folders\/1ztekCKKQtslHdATup9h3KQWmVvERtyHC?usp=sharing\">Challenge 1 dataset<\/a> context: <a href=\"https:\/\/docs.google.com\/document\/d\/1soA_zdm0khR0R1ZW-k82KHguq-oUIu24sa_KemqtTj4\/edit?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">Estimating Earthquake Epicentres<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/drive.google.com\/drive\/folders\/1Zh4yOU9zLTwj7RBCArYk9-Z9Vx1iFoPo?usp=sharing\">Challenge 2 dataset<\/a> context: <a href=\"https:\/\/docs.google.com\/document\/d\/1XHrMZQtCFUH8K5dQTmZqKDF0rJ3MCVi_\/edit?usp=sharing&amp;ouid=102364895659292119230&amp;rtpof=true&amp;sd=true\" target=\"_blank\" rel=\"noreferrer noopener\">Estimation of stacking velocity using CDP semblance<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/drive.google.com\/drive\/folders\/1K-NoNJtSZfFC9D_LkGC3rGWIw6X0638g\">Challenge 3 dataset<\/a> context: <a href=\"https:\/\/docs.google.com\/document\/d\/16HBcwkSAMDtNXILKeU-Ul9RE6DEr8WSj\/edit?usp=sharing&amp;ouid=102364895659292119230&amp;rtpof=true&amp;sd=true\" target=\"_blank\" rel=\"noreferrer noopener\">Filtering data from sensors<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><em>N.B For questions contact me on slack:  <a rel=\"noreferrer noopener\" href=\"https:\/\/join.slack.com\/t\/data-process-curation\/shared_invite\/zt-25yrgl98i-kxlRowmy5f0ocTpsk2DfZw\" target=\"_blank\"><strong>Curation Slack Cha<\/strong><\/a><\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/join.slack.com\/t\/data-process-curation\/shared_invite\/zt-25yrgl98i-kxlRowmy5f0ocTpsk2DfZw\" target=\"_blank\"><em><strong>nnel<\/strong><\/em><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"general-rules\">General Rules<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Individual work or groups of 2 or 3 participants, if possible, gender\/regional\/discipline-balanced.<\/li>\n\n\n\n<li>Notebooks should be publ<em>icly accessible online (Colab, Github).<\/em><\/li>\n\n\n\n<li><em>Gr<\/em>oups can use libraries, methods and any other material required respecting authors&#8217; intellectual property.<\/li>\n\n\n\n<li>Short demo &#8211; video pitch specifying image privacy of authors.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"to-handin\">To Handin<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Notebook\/Gist\/Github repository with the complete profiling, study and preparation of your data. Use plots whenever possible (this should be done for either of the two challenges).<\/li>\n\n\n\n<li>If data is prepared or engineered, a link to the repository of the prepared dataset<\/li>\n\n\n\n<li>Notebook with the solution with the explanation of the principle, of the phases of the study with partial results interpretation, results and fundamental the adopted assessment method. Use plots whenever possible.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Schedule<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Proposal of the project: 22\/09\/2026<\/li>\n\n\n\n<li>First control (data profiling and exploration): 09\/10\/2026<\/li>\n\n\n\n<li>Second control (problem statement and first strategy): 16\/10\/2026<\/li>\n\n\n\n<li>Final results (pipeline, insight, and some degree of reproducibility): 06\/11\/2026<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Objective Have hands-on experience in designing and implementing data science experiments for addressing scientific, industrial, environmental, social problems. Topics You can choose one of the following challenges or propose your own. Follow instructions below to prepare your results according to the announced schedule. This is a general idea of the topic. It can be adjusted.Challenge [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":91,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-30","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/30","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/comments?post=30"}],"version-history":[{"count":21,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/30\/revisions"}],"predecessor-version":[{"id":119,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/30\/revisions\/119"}],"up":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/91"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/media?parent=30"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}