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github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/mahout.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new 5d93c361e Automatic Site Publish by Buildbot
5d93c361e is described below

commit 5d93c361e29fe797779a97918421283bd2f076c0
Author: GitHub Actions Bot <>
AuthorDate: Sun Feb 2 21:50:09 2025 +0000

    Automatic Site Publish by Buildbot
---
 about/distributed-matrix-math.html                              | 4 ++--
 about/how-to-contribute.html                                    | 4 ++--
 community/coc.html                                              | 4 ++--
 community/index.html                                            | 4 ++--
 community/mailing-lists.html                                    | 4 ++--
 community/who-we-are.html                                       | 4 ++--
 documentation/developers/buildingmahout.html                    | 4 ++--
 documentation/developers/developer-resources.html               | 4 ++--
 documentation/developers/github.html                            | 4 ++--
 documentation/developers/githubPRs.html                         | 4 ++--
 documentation/developers/gsoc.html                              | 4 ++--
 documentation/developers/how-to-become-a-committer.html         | 4 ++--
 documentation/developers/how-to-release.html                    | 4 ++--
 documentation/developers/how-to-update-the-website.html         | 4 ++--
 documentation/developers/index.html                             | 4 ++--
 documentation/developers/issue-tracker.html                     | 4 ++--
 documentation/developers/patch-check-list.html                  | 4 ++--
 documentation/developers/thirdparty-dependencies.html           | 4 ++--
 documentation/developers/version-control.html                   | 4 ++--
 documentation/tutorials/index.html                              | 4 ++--
 documentation/users/index.html                                  | 4 ++--
 download/downloads.html                                         | 4 ++--
 feed.xml                                                        | 2 +-
 general/privacy-policy.html                                     | 4 ++--
 index.html                                                      | 4 ++--
 news-and-events/announcements.html                              | 4 ++--
 news-and-events/events.html                                     | 4 ++--
 news-and-events/news.html                                       | 4 ++--
 papers.html                                                     | 4 ++--
 quantum-computing-primer/01_introduction/index.html             | 4 ++--
 quantum-computing-primer/03_qubits/index.html                   | 4 ++--
 quantum-computing-primer/04_quantum_gates/index.html            | 4 ++--
 quantum-computing-primer/05_quantum_circuits/index.html         | 4 ++--
 quantum-computing-primer/06_quantum_entanglement/index.html     | 4 ++--
 quantum-computing-primer/07_quantum_algorithms/index.html       | 4 ++--
 quantum-computing-primer/08_quantum_error_correction/index.html | 4 ++--
 quantum-computing-primer/09_applications/index.html             | 4 ++--
 quantum-computing-primer/10_advanced_topics/index.html          | 4 ++--
 quantum-computing-primer/index.html                             | 4 ++--
 39 files changed, 77 insertions(+), 77 deletions(-)

diff --git a/about/distributed-matrix-math.html 
b/about/distributed-matrix-math.html
index 1310118a9..5bff7c1aa 100644
--- a/about/distributed-matrix-math.html
+++ b/about/distributed-matrix-math.html
@@ -314,13 +314,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/about/how-to-contribute.html b/about/how-to-contribute.html
index 0ad20034d..9392228b6 100644
--- a/about/how-to-contribute.html
+++ b/about/how-to-contribute.html
@@ -415,13 +415,13 @@ effort to improve the docs/tests for an issue, that helps 
even more.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/community/coc.html b/community/coc.html
index 0ab97e182..66cd2be0b 100644
--- a/community/coc.html
+++ b/community/coc.html
@@ -303,13 +303,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/community/index.html b/community/index.html
index 6dd008dd5..4c9077cc6 100644
--- a/community/index.html
+++ b/community/index.html
@@ -286,13 +286,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/community/mailing-lists.html b/community/mailing-lists.html
index bc0b5ed37..3be7d9569 100644
--- a/community/mailing-lists.html
+++ b/community/mailing-lists.html
@@ -328,13 +328,13 @@ responsible for the contents and availability of their 
archive.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/community/who-we-are.html b/community/who-we-are.html
index cfd6153e7..b53ff22e3 100644
--- a/community/who-we-are.html
+++ b/community/who-we-are.html
@@ -457,13 +457,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/buildingmahout.html 
b/documentation/developers/buildingmahout.html
index ebff2c70a..c292ac817 100644
--- a/documentation/developers/buildingmahout.html
+++ b/documentation/developers/buildingmahout.html
@@ -449,13 +449,13 @@ mvn clean site -Pall,docs 
-Ddependency.locations.enabled=false
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/developer-resources.html 
b/documentation/developers/developer-resources.html
index 6847a9486..1080df611 100644
--- a/documentation/developers/developer-resources.html
+++ b/documentation/developers/developer-resources.html
@@ -291,13 +291,13 @@ documentation. See our <a 
href="/about/how-to-contribute.html">How to contribute
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/github.html 
b/documentation/developers/github.html
index 5c632c336..96d41cd2d 100644
--- a/documentation/developers/github.html
+++ b/documentation/developers/github.html
@@ -409,13 +409,13 @@ jira issue explicitly in each comment of the PR.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/githubPRs.html 
b/documentation/developers/githubPRs.html
index e2c25bc6e..fb1fbf6a0 100644
--- a/documentation/developers/githubPRs.html
+++ b/documentation/developers/githubPRs.html
@@ -323,13 +323,13 @@ git push apache master
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/gsoc.html 
b/documentation/developers/gsoc.html
index 0ba858ec1..1cff4dfba 100644
--- a/documentation/developers/gsoc.html
+++ b/documentation/developers/gsoc.html
@@ -314,13 +314,13 @@ your career.</li>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/how-to-become-a-committer.html 
b/documentation/developers/how-to-become-a-committer.html
index 35668ad60..5f57fa9ea 100644
--- a/documentation/developers/how-to-become-a-committer.html
+++ b/documentation/developers/how-to-become-a-committer.html
@@ -272,13 +272,13 @@ the PMC votes on it.  Nominations often occur internal to 
the PMC as well.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/how-to-release.html 
b/documentation/developers/how-to-release.html
index 12776cf8b..08880bf0b 100644
--- a/documentation/developers/how-to-release.html
+++ b/documentation/developers/how-to-release.html
@@ -445,13 +445,13 @@ details.</li>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/how-to-update-the-website.html 
b/documentation/developers/how-to-update-the-website.html
index 7a709366d..1f27258a3 100644
--- a/documentation/developers/how-to-update-the-website.html
+++ b/documentation/developers/how-to-update-the-website.html
@@ -317,13 +317,13 @@ copy it to the <code class="language-plaintext 
highlighter-rouge">asf-site</code
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/index.html 
b/documentation/developers/index.html
index 58a340f6b..6149eac23 100644
--- a/documentation/developers/index.html
+++ b/documentation/developers/index.html
@@ -308,13 +308,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/issue-tracker.html 
b/documentation/developers/issue-tracker.html
index 0a340e767..5f90217aa 100644
--- a/documentation/developers/issue-tracker.html
+++ b/documentation/developers/issue-tracker.html
@@ -289,13 +289,13 @@ when browsing through the commit log and within the 
commit mailing list.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/patch-check-list.html 
b/documentation/developers/patch-check-list.html
index 18b606ebd..b93e6468d 100644
--- a/documentation/developers/patch-check-list.html
+++ b/documentation/developers/patch-check-list.html
@@ -274,13 +274,13 @@ know you are working on it.</li>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/thirdparty-dependencies.html 
b/documentation/developers/thirdparty-dependencies.html
index c12aa0314..ebae66865 100644
--- a/documentation/developers/thirdparty-dependencies.html
+++ b/documentation/developers/thirdparty-dependencies.html
@@ -277,13 +277,13 @@ staging repo)</li>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/developers/version-control.html 
b/documentation/developers/version-control.html
index d7feae75c..5da4ba491 100644
--- a/documentation/developers/version-control.html
+++ b/documentation/developers/version-control.html
@@ -274,13 +274,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/tutorials/index.html 
b/documentation/tutorials/index.html
index b85e756fc..50b4d9ac8 100644
--- a/documentation/tutorials/index.html
+++ b/documentation/tutorials/index.html
@@ -284,13 +284,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/documentation/users/index.html b/documentation/users/index.html
index 99e4b3c48..3c2df5e2d 100644
--- a/documentation/users/index.html
+++ b/documentation/users/index.html
@@ -458,13 +458,13 @@ for your machine learning projects, harnessing the power 
of big data processing
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/download/downloads.html b/download/downloads.html
index 999b30158..9c90dbeb9 100644
--- a/download/downloads.html
+++ b/download/downloads.html
@@ -330,13 +330,13 @@ the <a 
href="https://mahout.apache.org/community/mailing-lists.html";>Mailing lis
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/feed.xml b/feed.xml
index 8f3fd9d78..6a7ee3042 100644
--- a/feed.xml
+++ b/feed.xml
@@ -1,4 +1,4 @@
-<?xml version="1.0" encoding="utf-8"?><feed 
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/"; 
version="4.3.2">Jekyll</generator><link 
href="http://mahout.apache.org//feed.xml"; rel="self" 
type="application/atom+xml" /><link href="http://mahout.apache.org//"; 
rel="alternate" type="text/html" 
/><updated>2025-02-02T21:41:05+00:00</updated><id>http://mahout.apache.org//feed.xml</id><title
 type="html">Apache Mahout</title><subtitle>Distributed Linear 
Algebra</subtitle> [...]
+<?xml version="1.0" encoding="utf-8"?><feed 
xmlns="http://www.w3.org/2005/Atom"; ><generator uri="https://jekyllrb.com/"; 
version="4.3.2">Jekyll</generator><link 
href="http://mahout.apache.org//feed.xml"; rel="self" 
type="application/atom+xml" /><link href="http://mahout.apache.org//"; 
rel="alternate" type="text/html" 
/><updated>2025-02-02T21:50:03+00:00</updated><id>http://mahout.apache.org//feed.xml</id><title
 type="html">Apache Mahout</title><subtitle>Distributed Linear 
Algebra</subtitle> [...]
 <h2 id="feb-2nd-brussels-belgium">Feb 2nd, Brussels, Belgium</h2>
 <p><a 
href="https://fosdem.org/2025/schedule/event/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-";>Introducing
 Qumat! (An Apache Mahout Joint)</a></p>
 
diff --git a/general/privacy-policy.html b/general/privacy-policy.html
index 2dbf7111b..4cab6dbfc 100644
--- a/general/privacy-policy.html
+++ b/general/privacy-policy.html
@@ -275,13 +275,13 @@ manner and for the purpose described above.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/index.html b/index.html
index 877f01dbd..64c8d7b35 100644
--- a/index.html
+++ b/index.html
@@ -437,13 +437,13 @@ Subscribe to the Mahout User list to ask for details on 
joining.
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/news-and-events/announcements.html 
b/news-and-events/announcements.html
index 6bf65a250..cd3a8448a 100644
--- a/news-and-events/announcements.html
+++ b/news-and-events/announcements.html
@@ -264,13 +264,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/news-and-events/events.html b/news-and-events/events.html
index e26de4c12..476497a7d 100644
--- a/news-and-events/events.html
+++ b/news-and-events/events.html
@@ -288,13 +288,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/news-and-events/news.html b/news-and-events/news.html
index 3f1b12051..0690e54db 100644
--- a/news-and-events/news.html
+++ b/news-and-events/news.html
@@ -290,13 +290,13 @@ related to the project.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/papers.html b/papers.html
index 95d41fc52..f9db755ce 100644
--- a/papers.html
+++ b/papers.html
@@ -268,13 +268,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/01_introduction/index.html 
b/quantum-computing-primer/01_introduction/index.html
index a598a6b28..0efcc83f9 100644
--- a/quantum-computing-primer/01_introduction/index.html
+++ b/quantum-computing-primer/01_introduction/index.html
@@ -383,13 +383,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/03_qubits/index.html 
b/quantum-computing-primer/03_qubits/index.html
index 02184d14a..8294d0a55 100644
--- a/quantum-computing-primer/03_qubits/index.html
+++ b/quantum-computing-primer/03_qubits/index.html
@@ -347,13 +347,13 @@ probabilities of measuring the qubit in the $|0\rangle$ 
and $|1\rangle$ states.<
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/04_quantum_gates/index.html 
b/quantum-computing-primer/04_quantum_gates/index.html
index 4d63d6411..2efa6432b 100644
--- a/quantum-computing-primer/04_quantum_gates/index.html
+++ b/quantum-computing-primer/04_quantum_gates/index.html
@@ -383,13 +383,13 @@ target qubit if both control qubits are in the state 
$|1\rangle$.</li>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/05_quantum_circuits/index.html 
b/quantum-computing-primer/05_quantum_circuits/index.html
index fb8b95a65..0041087be 100644
--- a/quantum-computing-primer/05_quantum_circuits/index.html
+++ b/quantum-computing-primer/05_quantum_circuits/index.html
@@ -368,13 +368,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/06_quantum_entanglement/index.html 
b/quantum-computing-primer/06_quantum_entanglement/index.html
index f7a50a635..a4a0c998a 100644
--- a/quantum-computing-primer/06_quantum_entanglement/index.html
+++ b/quantum-computing-primer/06_quantum_entanglement/index.html
@@ -359,13 +359,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/07_quantum_algorithms/index.html 
b/quantum-computing-primer/07_quantum_algorithms/index.html
index 134325bec..bf84edad8 100644
--- a/quantum-computing-primer/07_quantum_algorithms/index.html
+++ b/quantum-computing-primer/07_quantum_algorithms/index.html
@@ -399,13 +399,13 @@ classical algorithms.</p>
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/08_quantum_error_correction/index.html 
b/quantum-computing-primer/08_quantum_error_correction/index.html
index 05f2318fd..f30331774 100644
--- a/quantum-computing-primer/08_quantum_error_correction/index.html
+++ b/quantum-computing-primer/08_quantum_error_correction/index.html
@@ -329,13 +329,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/09_applications/index.html 
b/quantum-computing-primer/09_applications/index.html
index 91697b825..538d66878 100644
--- a/quantum-computing-primer/09_applications/index.html
+++ b/quantum-computing-primer/09_applications/index.html
@@ -690,13 +690,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/10_advanced_topics/index.html 
b/quantum-computing-primer/10_advanced_topics/index.html
index dcfc58c5a..5e51807ca 100644
--- a/quantum-computing-primer/10_advanced_topics/index.html
+++ b/quantum-computing-primer/10_advanced_topics/index.html
@@ -353,13 +353,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]
diff --git a/quantum-computing-primer/index.html 
b/quantum-computing-primer/index.html
index 725f417f1..7b2cb90c5 100644
--- a/quantum-computing-primer/index.html
+++ b/quantum-computing-primer/index.html
@@ -317,13 +317,13 @@
     <div class="card-body">
         <ul class="list mb-0">
             <li>
-                FOSSY 2024, Portland Oregon <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
+                FOSSY 2024, Portland Oregon - <a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank">
                     QuMat: Apache Mahout's Quantum Computing Interface
                 </a> 
                 [<a 
href="https://www.slideshare.net/slideshow/qumat_-apache-mahout-s-quantum-computing-interface-pptx/272300949";
 target="_blank">Slides</a>]
             </li>
                 <li>
-                FOSDEM 2025, Brussels Belgium <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
+                FOSDEM 2025, Brussels Belgium - <!--a 
href="https://www.youtube.com/watch?v=tgFaUL1wYhY"; target="_blank"-->
                     Introducing Qumat!
                 <!--/a-->
                 [<a 
href="https://fosdem.org/2025/events/attachments/fosdem-2025-5298-introducing-qumat-an-apache-mahout-joint-/slides/236541/Introdudi_JgkXqqT.pdf";
 target="_blank">Slides</a>]

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