diff --git a/README.md b/README.md
index b11e68ba769..31203c980bf 100644
--- a/README.md
+++ b/README.md
@@ -252,7 +252,6 @@ to be modular so we can plug in different components as they develop and improve
 #### Modin Community
 
 - [Slack](https://join.slack.com/t/modin-project/shared_invite/zt-yvk5hr3b-f08p_ulbuRWsAfg9rMY3uA)
-- [Discourse](https://discuss.modin.org)
 - [Twitter](https://twitter.com/modin_project)
 - [Mailing List](https://groups.google.com/g/modin-dev)
 - [GitHub Issues](https://github.com/modin-project/modin/issues)
diff --git a/docs/conf.py b/docs/conf.py
index 882527b4d56..b32f68b7d84 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -185,11 +185,6 @@ def noop_decorator(*args, **kwargs):
             "url": "https://modin.org/slack.html",
             "icon": "fab fa-slack",
         },
-        {
-            "name": "Discourse",
-            "url": "https://discuss.modin.org/",
-            "icon": "fab fa-discourse",
-        },
         {
             "name": "Mailing List",
             "url": "https://groups.google.com/forum/#!forum/modin-dev",
diff --git a/docs/contact.rst b/docs/contact.rst
index c0f9ef5001e..e3377286c91 100644
--- a/docs/contact.rst
+++ b/docs/contact.rst
@@ -7,11 +7,6 @@ Slack
 Join our `Slack`_ community to connect with Modin users and contributors,
 discuss, and ask questions about all things Modin-related.
 
-Discussion forum
-----------------
-Check out our `discussion forum`_ to discuss release announcements, general
-questions, issues, use-cases, and tutorials.
-
 Mailing List
 ------------
 
@@ -27,6 +22,5 @@ Bug reports and feature requests can be directed to the issues_ page of the Modi
 GitHub repo.
 
 .. _Slack: https://modin.org/slack.html
-.. _discussion forum: https://discuss.modin.org/
 .. _developer mailing list: https://groups.google.com/forum/#!forum/modin-dev
 .. _issues: https://github.com/modin-project/modin/issues
diff --git a/docs/development/architecture.rst b/docs/development/architecture.rst
index cdb311d928b..557e794c7c0 100644
--- a/docs/development/architecture.rst
+++ b/docs/development/architecture.rst
@@ -114,8 +114,8 @@ More documentation can be found internally in the code_. This API is not complet
 represents an overwhelming majority of operations and behaviors.
 
 This API can be implemented by other distributed/parallel DataFrame libraries and
-plugged in to Modin as well. Create an issue_ or discuss on our Discourse_ or `Slack <https://modin.org/slack.html>`_ for more
-information!
+plugged in to Modin as well. Create an issue_ or discuss
+on our `Slack <https://modin.org/slack.html>`_ for more information!
 
 The :doc:`Core Modin Dataframe </flow/modin/core/dataframe/base/index>` is responsible for the data layout and shuffling, partitioning,
 and serializing the tasks that get sent to each partition. Other implementations of the
@@ -352,6 +352,5 @@ details. The documentation covers most modules, with more docs being added every
 .. _Dask: https://github.com/dask/dask
 .. _Dask Futures: https://docs.dask.org/en/latest/futures.html
 .. _issue: https://github.com/modin-project/modin/issues
-.. _Discourse: https://discuss.modin.org
 .. _task parallel: https://en.wikipedia.org/wiki/Task_parallelism
 .. _experimental features: /usage_guide/advanced_usage/index.html
diff --git a/docs/release-procedure.md b/docs/release-procedure.md
index 10fc90f6721..a85350a22c5 100644
--- a/docs/release-procedure.md
+++ b/docs/release-procedure.md
@@ -137,6 +137,5 @@ to make new Modin release appear in `conda-forge` channel. For detailed instruct
 on how to ensure the PR passes CI and is merge-able, check out [the how-to page in the modin-feedstock repo](https://github.com/conda-forge/modin-feedstock/blob/main/HOWTO.md)!
 
 ## Publicize Release
-Once the release has been finalized, make sure to post an announcement in the #general channel of
-the public Modin Slack, as well as in the discourse (discuss.modin.org)! Make sure to unpin the
-previous announcement on discourse, and globally pin the new announcement!
+Once the release has been finalized, make sure to post an announcement
+in the #general channel of the public Modin Slack!
diff --git a/docs/usage_guide/advanced_usage/index.rst b/docs/usage_guide/advanced_usage/index.rst
index 4f9cd402f2c..ae41e004f2f 100644
--- a/docs/usage_guide/advanced_usage/index.rst
+++ b/docs/usage_guide/advanced_usage/index.rst
@@ -21,7 +21,7 @@ Advanced Usage
 Modin aims to not only optimize pandas, but also provide a comprehensive,
 integrated toolkit for data scientists. We are actively developing data science tools
 such as DataFrame spreadsheet integration, DataFrame algebra, progress bars, SQL queries
-on DataFrames, and more. Join us on `Slack`_ and `Discourse`_ for the latest updates!
+on DataFrames, and more. Join us on `Slack`_ for the latest updates!
 
 Modin engines
 -------------
@@ -126,7 +126,6 @@ downloaded as an artifact from the GitHub Actions tab for further inspection. Se
 .. _`Modin Spreadsheet API documentation`: spreadsheets_api.html
 .. _`Progress Bar documentation`: progress_bar.html
 .. _`Paper`: https://arxiv.org/pdf/2001.00888.pdf
-.. _`Discourse`: https://discuss.modin.org
 .. _`Slack`: https://modin.org/slack.html
 .. _`tqdm`: https://github.com/tqdm/tqdm
 .. _`distributed XGBoost`: https://medium.com/intel-analytics-software/distributed-xgboost-with-modin-on-ray-fc17edef7720