blog: fix more broken links

iterative · May 4, 2020 · de07731 · de07731
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diff --git a/content/blog/2019-03-05-march-19-dvc-heartbeat.md b/content/blog/2019-03-05-march-19-dvc-heartbeat.md
@@ -133,7 +133,7 @@ $ dvc remote modify upstream endpointurl <url>
 ```
 
 Find and click the `S3 API compatible storage` on
-[this page](https://dvc.org/doc/commands-reference/remote-add)
+[this page](https://dvc.org/doc/commands-reference/remote/add)
 
 ### Q: [Why DVC creates and updates `.gitignore` file?](https://discordapp.com/channels/485586884165107732/485596304961962003/543914550173368332)
 

diff --git a/content/blog/2019-04-18-april-19-dvc-heartbeat.md b/content/blog/2019-04-18-april-19-dvc-heartbeat.md
@@ -173,7 +173,7 @@ Use `--global` when you specify the remote settings. Then remote will be visible
 for all projects on the same machine. `--global` — saves remote configuration to
 the global config (e.g. `~/.config/dvc/config`) instead of a per project one —
 `.dvc/config`. See more details
-[here](https://dvc.org/doc/commands-reference/remote-add).
+[here](https://dvc.org/doc/commands-reference/remote/add).
 
 ### Q: [How do I version a large dataset in S3 or any other storage?](https://discordapp.com/channels/485586884165107732/485596304961962003/554679392823934977)
 

diff --git a/content/blog/2019-05-21-may-19-dvc-heartbeat.md b/content/blog/2019-05-21-may-19-dvc-heartbeat.md
@@ -143,11 +143,10 @@ Every time you run `dvc add` to start tracking some data artifact, its path is
 automatically added to the `.gitignore` file, as a result it is hard to commit
 it to git by mistake — you would need to explicitly modify the `.gitignore`
 first. The feature to track some external data is called
-[external outputs](https://dvc.org/doc/user-guide/managing-external-data) (if
-all you need is to track some data artifacts). Usually it is used when you have
-some data on S3 or SSH and don’t want to pull it into your working space, but
-it’s working even when your data is located on the same machine outside of the
-repository.
+[external outputs](/doc/user-guide/managing-external-data) (if all you need is
+to track some data artifacts). Usually it is used when you have some data on S3
+or SSH and don’t want to pull it into your working space, but it’s working even
+when your data is located on the same machine outside of the repository.
 
 ### Q: [How do I wrap a step that downloads a file/directory into a DVC stage?](https://discordapp.com/channels/485586884165107732/485596304961962003/571342592508428289) I want to ensure that it runs only if file has no been downloaded yet
 
@@ -192,7 +191,7 @@ $ dvc config cache.protected true
 
 The last one is highly recommended to make links in your working space read-only
 to avoid corrupting the cache. Read more about different link types
-[here](https://dvc.org/doc/user-guide/large-dataset-optimization).
+[here](/doc/user-guide/large-dataset-optimization).
 
 To add your data first time to the DVC cache, do a clone of the repository on a
 big partition and run `dvc add` to add your data. Then you can do `git pull`,
@@ -222,8 +221,7 @@ flexibility (e.g. you need to use different credentials for different projects,
 etc) check out
 [this guide](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-profiles.html)
 to configure custom aws profiles and then you could use them with DVC using
-these
-[remote options](https://dvc.org/doc/commands-reference/remote-add#options).
+these [remote options](/doc/commands-reference/remote-add#options).
 
 ### Q: [How can I output multiple metrics from a single file?](https://discordapp.com/channels/485586884165107732/485596304961962003/566000729505136661)
 
@@ -288,13 +286,12 @@ re-running your commands.
 ### Q: [I have projects that use data that’s stored in S3. I never have data locally to use `dvc push`, but I would like to have this data version controlled.](https://discordapp.com/channels/485586884165107732/485596304961962003/563352000281182218) Is there a way to use the features of DVC in this use case?
 
 Yes! This DVC features is called
-[external outputs](https://dvc.org/doc/user-guide/external-outputs) and
-[external dependencies](https://dvc.org/doc/user-guide/external-dependencies).
-You can use one of them or both to track, process, and version your data on a
-cloud storage without downloading it locally.
+[external outputs](/doc/user-guide/large-dataset-optimization) and
+[external dependencies](/doc/user-guide/external-dependencies). You can use one
+of them or both to track, process, and version your data on a cloud storage
+without downloading it locally.
 
 <hr />
 
-If you have any questions, concerns or ideas, let us know
-[here](https://dvc.org/support) and our stellar team will get back to you in no
-time!
+If you have any questions, concerns or ideas, let us know [here](/support) and
+our stellar team will get back to you in no time!
diff --git a/content/blog/2019-08-01-july-19-dvc-heartbeat.md b/content/blog/2019-08-01-july-19-dvc-heartbeat.md
@@ -108,7 +108,7 @@ interesting takeaways.
 ### Q: I have within one git repository different folders with very different content (basically different projects, or content I want to have different permissions to), and I thought about using different buckets in AWS as remotes. [I’m not sure if it’s possible with DVC to store some files in some remote, and some other files in some other remote, is it?](https://discordapp.com/channels/485586884165107732/485596304961962003/575718048330416158)
 
 You can definitely add more than one remote (see
-[dvc remote add](https://dvc.org/doc/commands-reference/remote-add)) and then
+[dvc remote add](https://dvc.org/doc/commands-reference/remote/add)) and then
 [dvc push](https://dvc.org/doc/commands-reference/push) has a `-R` option to
 pick which one to send the cached data files (deps, outs, etc) to. We would not
 recommend doing this though. It complicates the commands you have to run — you

diff --git a/content/blog/2019-11-05-october-19-dvc-heartbeat.md b/content/blog/2019-11-05-october-19-dvc-heartbeat.md
@@ -43,7 +43,7 @@ it this year. Here are some of the highlights:
   over the world: check
   [this blogpost in French](https://blog.octo.com/mise-en-application-de-dvc-sur-un-projet-de-machine-learning/)
   or
-  [this tutorial in German](https://jupyter-tutorial.readthedocs.io/de/latest/reproduce/dvc/init.html)!
+  [this tutorial in German](https://jupyter-tutorial.readthedocs.io/de/latest/productive/dvc/)!
 
 - Having great time working with a [tech writer](https://github.com/dashohoxha)
   brought to us by the

diff --git a/content/blog/2020-02-10-february-20-dvc-heartbeat.md b/content/blog/2020-02-10-february-20-dvc-heartbeat.md
@@ -144,6 +144,4 @@ Here are a few more stories on our radar:
   [Elvie](https://www.elvie.com/en-us/), a maker of tech for women's health
   (pretty neat mission). The decorations on the job posting are ours 😎
 
-![](/uploads/images/2020-02-10/elvie.png)_A
-[job advertisement](https://www.jobstoday.co.uk/job/40530810/data-engineer/?TrackID=8)
-featuring DVC._
+![](/uploads/images/2020-02-10/elvie.png)_A job advertisement featuring DVC._