docs: fix broken links (#9996)

docs/model-dev-guide/hyperparameter/search-methods/_index.rst

@@ -38,8 +38,8 @@ checkpoints for downstream serving.
  Adaptive Search
 *****************
 
-Our default recommended search method is `Adaptive (ASHA) <https://arxiv.org/pdf/1810.05934.pdf>`_,
-a state-of-the-art early-stopping based technique that speeds up traditional techniques like random
+Our default recommended search method is `Adaptive (ASHA) <http://arxiv.org/pdf/1810.05934>`_, a
+state-of-the-art early-stopping based technique that speeds up traditional techniques like random
 search by periodically abandoning low-performing hyperparameter configurations in a principled
 fashion.
 

docs/reference/deploy/master-config-reference.rst

@@ -133,8 +133,8 @@ Defaults to ``false``.
 =================
 
 Defines the default `Docker registry credentials
-<https://docs.docker.com/engine/api/v1.30/#tag/System/operation/SystemAuth>`__ to use when pulling a
-custom base Docker image, if needed. If credentials are specified in the :ref:`experiment config
+<https://docs.docker.com/reference/api/engine/version/v1.30/>`__ to use when pulling a custom base
+Docker image, if needed. If credentials are specified in the :ref:`experiment config
 <exp-environment-image>` this default value is overridden. Credentials are specified as the
 following nested fields:
 
@@ -283,7 +283,7 @@ master config that provides a readable name for the Determined deployment.
 ``name``
 --------
 
-(deprecated) Specifies the resource manager’s name. ``cluster_name`` should be specified instead.
+(deprecated) Specifies the resource manager's name. ``cluster_name`` should be specified instead.
 
 ``metadata``
 ============

docs/reference/experiment-config-reference.rst

@@ -1313,8 +1313,8 @@ Optional. Whether the bind-mount should be a read-only mount. Defaults to ``fals
 ===============
 
 Optional. `Propagation behavior
-<https://docs.docker.com/storage/bind-mounts/#configure-bind-propagation>`__ for replicas of the
-bind-mount. Defaults to ``rprivate``.
+<https://docs.docker.com/engine/storage/bind-mounts/#configure-bind-propagation>`__ for replicas of
+the bind-mount. Defaults to ``rprivate``.
 
 For example, to mount ``/data`` on the host to the same path in the container, use:
 

docs/setup-cluster/on-prem/options/docker.rst

@@ -193,7 +193,8 @@ large range of ports, as it does not require network address translation (NAT) a
 The host networking driver only works on Linux hosts, and is not supported on Docker Desktop for
 Mac, Docker Desktop for Windows, or Docker EE for Windows Server.
 
-See `Docker's documentation <https://docs.docker.com/network/drivers/host/>`_ for more details.
+See `Docker's documentation <https://docs.docker.com/engine/network/drivers/host/>`_ for more
+details.
 
 .. note::
 
@@ -209,7 +210,7 @@ See `Docker's documentation <https://docs.docker.com/network/drivers/host/>`_ fo
 
 By default, ``docker run`` will run in the foreground, so that a container can be stopped simply by
 pressing Control-C. If you wish to keep Determined running for the long term, consider running the
-containers `detached <ttps://docs.docker.com/engine/reference/commandline/container_run/#detach>`_
+containers `detached <https://docs.docker.com/engine/reference/commandline/container_run/#detach>`_
 and/or with `restart policies
 <https://docs.docker.com/engine/containers/start-containers-automatically/>`_. Using :ref:`our
 deployment tool <install-using-deploy>` is also an option.