Fix links

README.md

@@ -61,7 +61,7 @@ curl -sSL https://get.docker.com/ | sh
 
 If you're not willing to run a random shell script, please see the [installation](https://docs.docker.com/engine/installation/) instructions for your distribution.
 
-If you are a complete Docker newbie, you should follow the [series of tutorials](https://docs.docker.com/linux/started/) now.
+If you are a complete Docker newbie, you should follow the [series of tutorials](https://docs.docker.com/engine/getstarted/) now.
 
 ### Mac OS X
 
@@ -120,7 +120,7 @@ There's also a [logging driver](https://docs.docker.com/engine/admin/logging/ove
 * [`docker kill`](https://docs.docker.com/engine/reference/commandline/kill) sends a SIGKILL to a running container.
 * [`docker attach`](https://docs.docker.com/engine/reference/commandline/attach) will connect to a running container.
 
-If you want to integrate a container with a [host process manager](https://docs.docker.com/articles/host_integration/), start the daemon with `-r=false` then use `docker start -a`.
+If you want to integrate a container with a [host process manager](https://docs.docker.com/engine/admin/host_integration/), start the daemon with `-r=false` then use `docker start -a`.
 
 If you want to expose container ports through the host, see the [exposing ports](#exposing-ports) section.
 
@@ -242,7 +242,7 @@ Importing a container as an image using the `import` command creates a new image
 
 ## Networks
 
-Docker has a [networks](https://docs.docker.com/engine/userguide/networking/dockernetworks/) feature. Not much is known about it, so this is a good place to expand the cheat sheet. There is a note saying that it's a good way to configure docker containers to talk to each other without using ports. See [working with networks](https://docs.docker.com/engine/userguide/networking/work-with-networks/) for more details.
+Docker has a [networks](https://docs.docker.com/engine/userguide/networking/) feature. Not much is known about it, so this is a good place to expand the cheat sheet. There is a note saying that it's a good way to configure docker containers to talk to each other without using ports. See [working with networks](https://docs.docker.com/engine/userguide/networking/work-with-networks/) for more details.
 
 ### Lifecycle
 
@@ -276,7 +276,7 @@ $ curl 203.0.113.2
 
 A repository is a *hosted* collection of tagged images that together create the file system for a container.
 
-A registry is a *host* -- a server that stores repositories and provides an HTTP API for [managing the uploading and downloading of repositories](https://docs.docker.com/userguide/dockerrepos/).
+A registry is a *host* -- a server that stores repositories and provides an HTTP API for [managing the uploading and downloading of repositories](https://docs.docker.com/engine/tutorials/dockerrepos/).
 
 Docker.com hosts its own [index](https://hub.docker.com/) to a central registry which contains a large number of repositories.  Having said that, the central docker registry [does not do a good job of verifying images](https://titanous.com/posts/docker-insecurity) and should be avoided if you're worried about security.
 
@@ -332,7 +332,7 @@ Here are some common text editors and their syntax highlighting modules you coul
 ### Examples
 
 * [Examples](https://docs.docker.com/engine/reference/builder/#dockerfile-examples)
-* [Best practices for writing Dockerfiles](https://docs.docker.com/articles/dockerfile_best-practices/)
+* [Best practices for writing Dockerfiles](https://docs.docker.com/engine/userguide/eng-image/dockerfile_best-practices/)
 * [Michael Crosby](http://crosbymichael.com/) has some more [Dockerfiles best practices](http://crosbymichael.com/dockerfile-best-practices.html) / [take 2](http://crosbymichael.com/dockerfile-best-practices-take-2.html).
 * [Building Good Docker Images](http://jonathan.bergknoff.com/journal/building-good-docker-images) / [Building Better Docker Images](http://jonathan.bergknoff.com/journal/building-better-docker-images)
 * [Managing Container Configuration with Metadata](https://speakerdeck.com/garethr/managing-container-configuration-with-metadata)
@@ -345,7 +345,7 @@ Note that if you're using [aufs](https://en.wikipedia.org/wiki/Aufs) as your fil
 
 ## Links
 
-Links are how Docker containers talk to each other [through TCP/IP ports](https://docs.docker.com/engine/userguide/networking/default_network/dockerlinks/). [Linking into Redis](https://docs.docker.com/engine/examples/running_redis_service/) and [Atlassian](https://blogs.atlassian.com/2013/11/docker-all-the-things-at-atlassian-automation-and-wiring/) show worked examples. You can also resolve [links by hostname](https://docs.docker.com/userguide/dockerlinks/#updating-the-etchosts-file).
+Links are how Docker containers talk to each other [through TCP/IP ports](https://docs.docker.com/engine/userguide/networking/default_network/dockerlinks/). [Linking into Redis](https://docs.docker.com/engine/examples/running_redis_service/) and [Atlassian](https://blogs.atlassian.com/2013/11/docker-all-the-things-at-atlassian-automation-and-wiring/) show worked examples. You can also resolve [links by hostname](https://docs.docker.com/engine/userguide/networking/default_network/dockerlinks/#/updating-the-etchosts-file).
 
 NOTE: If you want containers to ONLY communicate with each other through links, start the docker daemon with `-icc=false` to disable inter process communication.
 
@@ -376,7 +376,7 @@ Generally, linking between docker services is a subset of "service discovery", a
 
 ## Volumes
 
-Docker volumes are [free-floating filesystems](https://docs.docker.com/userguide/dockervolumes/). They don't have to be connected to a particular container. You should use volumes mounted from [data-only containers](https://medium.com/@ramangupta/why-docker-data-containers-are-good-589b3c6c749e) for portability.  
+Docker volumes are [free-floating filesystems](https://docs.docker.com/engine/tutorials/dockervolumes/). They don't have to be connected to a particular container. You should use volumes mounted from [data-only containers](https://medium.com/@ramangupta/why-docker-data-containers-are-good-589b3c6c749e) for portability.  
 
 ### Lifecycle
 
@@ -396,7 +396,7 @@ Because volumes are isolated filesystems, they are often used to store state fro
 
 See [advanced volumes](http://crosbymichael.com/advanced-docker-volumes.html) for more details. Container42 is [also helpful](http://container42.com/2014/11/03/docker-indepth-volumes/).
 
-You can [map MacOS host directories as docker volumes](https://docs.docker.com/userguide/dockervolumes/#mount-a-host-directory-as-a-data-volume):
+You can [map MacOS host directories as docker volumes](https://docs.docker.com/engine/tutorials/dockervolumes/#mount-a-host-directory-as-a-data-volume):
 
 ```
 docker run -v /Users/wsargent/myapp/src:/src