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Eventual-Inc · Jul 30, 2024 · 95ccb59 · 95ccb59
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diff --git a/docs/source/conf.py b/docs/source/conf.py
@@ -83,7 +83,7 @@
     "learn/install": "../install.html",
     "learn/user_guides/dataframes": "intro-dataframes.html",
     "learn/user_guides/types_and_ops": "intro-dataframes.html",
-    "learn/user_guides/remote_cluster_execution": "scaling-up.html",
+    "learn/user_guides/remote_cluster_execution": "distributed-computing.html",
     "learn/quickstart": "learn/10-min.html",
     "learn/10-min": "../10-min.html",
 }

diff --git a/docs/source/migration_guides/coming_from_dask.rst b/docs/source/migration_guides/coming_from_dask.rst
@@ -118,7 +118,7 @@ Dask supports the same data types as pandas. Daft is built to support many more
 Distributed Computing and Remote Clusters
 -----------------------------------------
 
-Both Dask and Daft support distributed computing on remote clusters. In Dask, you create a Dask cluster either locally or remotely and perform computations in parallel there. Currently, Daft supports distributed cluster computing :doc:`with Ray <../user_guide/poweruser/scaling-up>`. Support for running Daft computations on Dask clusters is on the roadmap.
+Both Dask and Daft support distributed computing on remote clusters. In Dask, you create a Dask cluster either locally or remotely and perform computations in parallel there. Currently, Daft supports distributed cluster computing :doc:`with Ray <../user_guide/poweruser/distributed-computing>`. Support for running Daft computations on Dask clusters is on the roadmap.
 
 Cloud support for both Dask and Daft is the same.
 

diff --git a/docs/source/user_guide/poweruser.rst b/docs/source/user_guide/poweruser.rst
@@ -5,4 +5,4 @@ The Daft Poweruser
 
     poweruser/memory
     poweruser/partitioning
-    poweruser/scaling-up
+    poweruser/distributed-computing
diff --git a/...ource/user_guide/poweruser/scaling-up.rst → ...guide/poweruser/distributed-computing.rst b/...ource/user_guide/poweruser/scaling-up.rst → ...guide/poweruser/distributed-computing.rst
@@ -1,5 +1,3 @@
-.. _scaling_up:
-
 Distributed Computing
 =====================
 

diff --git a/tutorials/embeddings/daft_tutorial_embeddings_stackexchange.ipynb b/tutorials/embeddings/daft_tutorial_embeddings_stackexchange.ipynb
@@ -67,7 +67,7 @@
     "\n",
     "*EDIT (June 2023): Our hosted version of the full dataset is temporarily unavailable. Please enjoy the demo with the sample dataset for now.*\n",
     "\n",
-    "**Note:** This demo runs best on a cluster with many GPUs available. Information on how to connect Daft to a cluster is available [here](https://www.getdaft.io/projects/docs/en/stable/learn/user_guides/scaling-up.html). \n",
+    "**Note:** This demo runs best on a cluster with many GPUs available. Information on how to connect Daft to a cluster is available [here](https://www.getdaft.io/projects/docs/en/stable/learn/user_guides/poweruser/distributed-computing.html). \n",
     "\n",
     "If running on a single node, you can use the provided subsample of the data, which is 75MB in size. If you like, you can also truncate either dataset to a desired number of rows using `df.limit`."
    ]
@@ -468,7 +468,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.11.4"
   }
  },
  "nbformat": 4,

diff --git a/tutorials/intro.ipynb b/tutorials/intro.ipynb
@@ -156,7 +156,7 @@
     "\n",
     "![image.png](attachment:image.png)\n",
     "\n",
-    "See ([Daft Documentation: Distributed Computing](https://www.getdaft.io/projects/docs/en/latest/learn/user_guides/scaling-up.html))"
+    "See ([Daft Documentation: Distributed Computing](https://www.getdaft.io/projects/docs/en/latest/user_guide/poweruser/distributed-computing.html))"
    ]
   },
   {

diff --git a/tutorials/talks_and_demos/linkedin-03-05-2024.ipynb b/tutorials/talks_and_demos/linkedin-03-05-2024.ipynb
@@ -221,7 +221,7 @@
     "\n",
     "![image.png](attachment:image.png)\n",
     "\n",
-    "See ([Daft Documentation: Distributed Computing](https://www.getdaft.io/projects/docs/en/latest/learn/user_guides/scaling-up.html))"
+    "See ([Daft Documentation: Distributed Computing](https://www.getdaft.io/projects/docs/en/stable/learn/user_guides/poweruser/distributed-computing.html))"
    ]
   },
   {