diff --git a/spacy/displacy/__init__.py b/spacy/displacy/__init__.py
index bde2d04fe..032c27ce7 100644
--- a/spacy/displacy/__init__.py
+++ b/spacy/displacy/__init__.py
@@ -66,7 +66,7 @@ def render(
     if jupyter or (jupyter is None and is_in_jupyter()):
         # return HTML rendered by IPython display()
         # See #4840 for details on span wrapper to disable mathjax
-        from IPython.core.display import HTML, display
+        from IPython.display import HTML, display
 
         return display(HTML('<span class="tex2jax_ignore">{}</span>'.format(html)))
     return html
diff --git a/website/docs/api/top-level.mdx b/website/docs/api/top-level.mdx
index 340f10f77..cb4bd0a35 100644
--- a/website/docs/api/top-level.mdx
+++ b/website/docs/api/top-level.mdx
@@ -1452,7 +1452,7 @@ detecting the IPython kernel. Mainly used for the
 > ```python
 > html = "<h1>Hello world!</h1>"
 > if util.is_in_jupyter():
->     from IPython.core.display import display, HTML
+>     from IPython.display import display, HTML
 >     display(HTML(html))
 > ```
 
diff --git a/website/docs/usage/visualizers.mdx b/website/docs/usage/visualizers.mdx
index 2905ba2bd..66d9af911 100644
--- a/website/docs/usage/visualizers.mdx
+++ b/website/docs/usage/visualizers.mdx
@@ -254,12 +254,12 @@ rendering if auto-detection fails.
 
 ![displaCy visualizer in a Jupyter notebook](/images/displacy_jupyter.jpg)
 
-Internally, displaCy imports `display` and `HTML` from `IPython.core.display`
+Internally, displaCy imports `display` and `HTML` from `IPython.display`
 and returns a Jupyter HTML object. If you were doing it manually, it'd look like
 this:
 
 ```python
-from IPython.core.display import display, HTML
+from IPython.display import display, HTML
 
 html = displacy.render(doc, style="dep")
 display(HTML(html))