diff --git a/_activities-archive/conditionsdb.md b/_activities-archive/conditionsdb.md
index 31541a2cc..c6f2966ed 100644
--- a/_activities-archive/conditionsdb.md
+++ b/_activities-archive/conditionsdb.md
@@ -12,7 +12,7 @@ Discussions between Conditions Database experts across several HEP experiments t
 * The ability to cache queries as well as payloads
 * Separation of payload queries from metadata queries
 
-Importantly, the group needed to agree on a definition of “conditions data”, concluding that in the context of large scale NHEP computing challenges it is the subset of non-event data used in event-data processing, often using distributed computing resources.  These use cases have strong connections to several other HSF working groups, including 
+Importantly, the group needed to agree on a definition of "conditions data", concluding that in the context of large scale NHEP computing challenges it is the subset of non-event data used in event-data processing, often using distributed computing resources.  These use cases have strong connections to several other HSF working groups, including 
 [Reconstruction and Software Triggers]({{ site.baseurl}}/workinggroups/recotrigger.html),
 [Detector Simulation]({{ site.baseurl}}/workinggroups/detsim.html),
 [Data Analysis]({{ site.baseurl}}/workinggroups/dataanalysis.html), and
diff --git a/_training/educators.md b/_training/educators.md
index 30855f17c..90d4adedc 100644
--- a/_training/educators.md
+++ b/_training/educators.md
@@ -3,7 +3,7 @@ title: "Educators"
 layout: plain
 ---
 
-The [HSF training group]({{ site.baseurl }}/workinggroups/training.html) relies on proactive and dedicated educators coming from *within* the field of high energy physics. Here we aim to introduce you to what it means to be an HSF-Educator, the different types of roles that exist, and who has served the community by giving their time and energy to bootstrapping the education of HEP. If you are interested in serving as an educator, please do not hesitate to contact the HSF-Training conveners for more details.
+The [HSF training group]({{ site.baseurl }}/activities/training.html) relies on proactive and dedicated educators coming from *within* the field of high energy physics. Here we aim to introduce you to what it means to be an HSF-Educator, the different types of roles that exist, and who has served the community by giving their time and energy to bootstrapping the education of HEP. If you are interested in serving as an educator, please do not hesitate to contact the HSF-Training conveners for more details.
 
 If you want to organize a complete workshop, we also have [recommendations on that]({{ site.baseurl }}/training/howto-event.html).
 
diff --git a/jekyll-beginners.md b/jekyll-beginners.md
index a873bc069..38bc9ed30 100644
--- a/jekyll-beginners.md
+++ b/jekyll-beginners.md
@@ -88,7 +88,7 @@ This method can be used to convert a GoogleDoc document to markdown. To do it, u
 Please prefix `{{ site.baseurl }}` in your markdown links, for example
 
 ```
-[link text]({{ site.baseurl}}/workinggroups/dataanalysis.html)
+[link text]({{ site.baseurl}}/activities/dataanalysis.html)
 ```
 {% endraw %}