diff --git a/.gitignore b/.gitignore
index d7bc43a4..e5b25a4c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,3 +11,4 @@ sphinxext
 .build/*
 .idea/*
 *__pycache__*
+.venv
diff --git a/conf.py b/conf.py
index 7153d1d3..72af98e7 100644
--- a/conf.py
+++ b/conf.py
@@ -30,6 +30,7 @@
 
 linkcheck_ignore = [
     "https://sbmm.org.br/en/28o-csbmm",  # 403 Client Error: Forbidden for url
+    "https://www.diamond.ac.uk/Home/Events",  # - 403 Client Error: Forbidden for url: https://www.diamond.ac.uk/Home/Events/2023/HyperSpy_2023.html
 ]
 
 # sitemap settings
diff --git a/index.rst b/index.rst
index b74c007f..531a5fcb 100644
--- a/index.rst
+++ b/index.rst
@@ -297,7 +297,7 @@
         <https://zenodo.org>`_ that can be found in the respective :ref:`documentations 
         <ecosystem_label>`. DOIs for specific 
         versions of HyperSpy can be found by clicking on the `Concept DOI 
-        <https://help.zenodo.org/faq/#versioning>`_ button.
+        <https://support.zenodo.org/help/en-gb/1-upload-deposit/97-what-is-doi-versioning>`_ button.
         
 
     .. grid-item::
diff --git a/news/NTNU2024.rst b/news/NTNU2024.rst
index 224a481b..3fc292aa 100644
--- a/news/NTNU2024.rst
+++ b/news/NTNU2024.rst
@@ -1,5 +1,5 @@
 .. post:: 2024-01-12
-   :tags: training, upcoming
+   :tags: training
    :category: event
 
 Analysis of 4D-STEM DATA @ NTNU, 11-13th of June 2024
diff --git a/news/scipy2016_talk.rst b/news/scipy2016_talk.rst
index 1869882f..228e8f4d 100644
--- a/news/scipy2016_talk.rst
+++ b/news/scipy2016_talk.rst
@@ -1,5 +1,5 @@
 .. post:: 2016-7-15
-   :tags: videos
+   :tags: videos, scipy
    :category: news
 
 Scipy2016 HyperSpy talk
diff --git a/news/scipy2024_talk.rst b/news/scipy2024_talk.rst
new file mode 100644
index 00000000..ab45c5f7
--- /dev/null
+++ b/news/scipy2024_talk.rst
@@ -0,0 +1,12 @@
+.. post:: 2024-08-27
+   :tags: videos, upcoming, scipy
+   :category: news
+
+HyperSpy talk at SciPy2024
+==========================
+
+HyperSpy was presented by Joshua Taillon at the `SciPy 2024 <https://scipy2024.scipy.org>`_ meeting in Tacoma, WA.
+The presentation "HyperSpy — Your Multidimensional Data Analysis Toolbox" can be freely
+viewed below.
+
+.. youtube:: aObUhvtW6Ao