diff --git a/module2/ressources/emacs_orgmode.org b/module2/ressources/emacs_orgmode.org
index 28ebe3bfc30e4ccf146e8e43f36cdb3f86f3818e..de1bdca1b4a0fc050144703e228479fd81ffc61b 100644
--- a/module2/ressources/emacs_orgmode.org
+++ b/module2/ressources/emacs_orgmode.org
@@ -112,7 +112,7 @@ mkdir -p ~/org/
 Then copy =rr_org/journal.org= file in your =~/org/= directory. This
 file will be your laboratory notebook and all the notes you will
 capture with =C-c c= will go automatically go in this file. The first
-entry of this notebook is populated with [[file:rr_org/journal.org::*Org-mode][many emacs shortcuts]] that you
+entry of this notebook is populated with [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/rr_org/journal.org][many emacs shortcuts]] that you
 should give a try.
 *** Step 2: Set up Emacs configuration
 Copy =rr_org/init.el= in your =~/.emacs.d/= directory.
@@ -137,7 +137,7 @@ worked.
 In the video, we already have demonstrated the main features and
 shortcuts of emacs/org-mode that will help you maintain a document and
 benefit from literate programming. The list of features and shortcuts
-is demonstrated in the [[file:rr_org/journal.org::*Emacs%20shortcuts][first entry of your labbook]].
+is demonstrated in the [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/rr_org/journal.org][first entry of your labbook]].
 *** Step 4: Open and play with your journal:
 In step 1, you were told to create an journal in
 =~org/journal.org=. First you probably want to make sure this file is
@@ -150,7 +150,7 @@ open a terminal and run the commands =R=, =pdflatex=, and =python=, you will not
 able to generate this document. When being compiled, the article downloads the
 corresponding LaTeX packages so you also need to have a working =wget=
 command (alternatively, it uses =curl=). Once downloaded, you may still read the
-source ([[file:replicable_article/article.org][article.org]]) and understand how it works though.
+source ([[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/replicable_article/article.org][article.org]]) and understand how it works though.
 
 #+begin_src shell :results output :exports none
 make -C replicable_article/ all replicable_article.tgz
@@ -160,7 +160,7 @@ make -C replicable_article/ all replicable_article.tgz
 Download the following [[file:replicable_article/replicable_article.tgz][archive]] and untar it.
 
  and simply =make= to generate the
-article. You should then be able to open the [[file:replicable_article/article.pdf][resulting article]]. This
+article. You should then be able to open the [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/replicable_article/article.pdf][resulting article]]. This
 is summarized in the following command:
 #+begin_src sh :results output :exports both
 wget --no-check-certificate -O replicable.tgz https://github.com/alegrand/RR_webinars/raw/master/1_replicable_article_laboratory_notebook/replicable/replicable.tgz ### Fix the broken URL
@@ -181,7 +181,7 @@ system-wide. In that case, try to remove the =-q= in the previous
 command line to load your personal emacs configuration.
 
 Finally, when you'll be tired of always reexecuting all the source
-code when exporting, just look for the following line in [[file:replicable_article/article.org][article.org]]:
+code when exporting, just look for the following line in [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/replicable_article/article.org][article.org]]:
 #+BEGIN_EXAMPLE
 # #+PROPERTY: header-args :eval never-export
 #+END_EXAMPLE
@@ -195,12 +195,12 @@ Learning emacs and org-mode can be difficult as there is an inordinate
 amount of shortcuts. Many people have thus come up with
 cheat-sheats. Here is a selection in case it helps:
 *** Emacs
-- [[file:org/journal.org::*Emacs%20shortcuts][Common and step-by-step emacs shortcuts for our /reproducible research/ configuration]]
+- [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/rr_org/journal.org][Common and step-by-step emacs shortcuts for our /reproducible research/ configuration]]
 - [[https://www.gnu.org/software/emacs/refcards/pdf/refcard.pdf][The official GNU emacs refcard]]
 - Two graphical cheat-sheats by Sacha Hua on [[http://sachachua.com/blog/wp-content/uploads/2013/05/How-to-Learn-Emacs-v2-Large.png][how to learn emacs]] and on
   [[http://sachachua.com/blog/wp-content/uploads/2013/08/20130830-Emacs-Newbie-How-to-Learn-Emacs-Keyboard-Shortcuts.png][how to learn emacs shortcuts]].
 *** Org-mode
-- [[file:org/journal.org::*Org-mode][Common and step-by-step org-mode shortcuts for our /reproducible research/ configuration]]
+- [[https://app-learninglab.inria.fr/gitlab/learning-lab/mooc-rr-ressources/blob/master/module2/ressources/rr_org/journal.org][Common and step-by-step org-mode shortcuts for our /reproducible research/ configuration]]
 - [[https://orgmode.org/worg/orgcard.html][The official org-mode refcard]]
 - [[https://orgmode.org/worg/dev/org-syntax.html][The official description of the org-mode syntax]] and a [[https://gist.github.com/hoeltgman/3825415][relatively concise description of the org-mode syntax]].
 ** Video tutorials