diff --git a/docs/README.md b/docs/README.md
index 8f333510b..390589a80 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -2,10 +2,7 @@
 
 ### PipelineAI Quick Start (CPU + GPU)
 Train and Deploy your ML and AI Models in the Following Environments:
-* [Hosted Community Edition](/docs/quickstart/community)
-* [Docker](/docs/quickstart/docker)
 * [Kubernetes](/docs/quickstart/kubernetes)
-* [AWS SageMaker](/docs/quickstart/sagemaker)
 
 # Having Issues?  Contact Us Anytime... We're Always Awake.
 * Slack:  https://joinslack.pipeline.ai
diff --git a/docs/api/README.md b/docs/api/README.md
deleted file mode 100644
index 8f333510b..000000000
--- a/docs/api/README.md
+++ /dev/null
@@ -1,16 +0,0 @@
-![PipelineAI Logo](http://pipeline.ai/assets/img/logo/pipelineai-logo.png)
-
-### PipelineAI Quick Start (CPU + GPU)
-Train and Deploy your ML and AI Models in the Following Environments:
-* [Hosted Community Edition](/docs/quickstart/community)
-* [Docker](/docs/quickstart/docker)
-* [Kubernetes](/docs/quickstart/kubernetes)
-* [AWS SageMaker](/docs/quickstart/sagemaker)
-
-# Having Issues?  Contact Us Anytime... We're Always Awake.
-* Slack:  https://joinslack.pipeline.ai
-* Email:  [help@pipeline.ai](mailto:help@pipeline.ai)
-* Web:  https://support.pipeline.ai
-* YouTube:  https://youtube.pipeline.ai
-* Slideshare:  https://slideshare.pipeline.ai
-* [Troubleshooting Guide](/docs/troubleshooting)
diff --git a/docs/api/pipeline-predict-gitstar-har.json b/docs/api/pipeline-predict-gitstar-har.json
deleted file mode 100644
index 8073bc0df..000000000
--- a/docs/api/pipeline-predict-gitstar-har.json
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-  "method": "POST",
-  "url": "https://community.cloud.pipeline.ai/predict/gitstar/invoke",
-  "httpVersion": "HTTP/1.1",
-  "headers": [
-    {
-      "name": "accept",
-      "value": "application/json"
-    },
-    {
-      "name": "content-type",
-      "value": "application/json"
-    }
-  ],
-  "postData": {
-    "mimeType": "application/json",
-    "text": "{\"avatar_url\": \"https://avatars1.githubusercontent.com/u/1438064?s=460&v=4\"}"
-  }
-}
diff --git a/docs/api/pipeline-predict-har.json b/docs/api/pipeline-predict-har.json
deleted file mode 100644
index aeba5fec9..000000000
--- a/docs/api/pipeline-predict-har.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-  "method": "POST",
-  "url": "https://the-host-name/predict/your-model-name/invoke",
-  "httpVersion": "HTTP/1.1",
-  "headers": [
-    {
-      "name": "accept",
-      "value": "application/json"
-    },
-    {
-      "name": "content-type",
-      "value": "application/json"
-    }
-  ],
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-  }
-}
diff --git a/docs/api/pipeline-predict-mnist-har-localhost-80.json b/docs/api/pipeline-predict-mnist-har-localhost-80.json
deleted file mode 100644
index 82101f7e3..000000000
--- a/docs/api/pipeline-predict-mnist-har-localhost-80.json
+++ /dev/null
@@ -1,19 +0,0 @@
-{
-  "method": "POST",
-  "url": "https://localhost/predict/mnist/invoke",
-  "httpVersion": "HTTP/1.1",
-  "headers": [
-    {
-      "name": "accept",
-      "value": "application/json"
-    },
-    {
-      "name": "content-type",
-      "value": "application/json"
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diff --git a/docs/api/pipeline-predict-mnist-har-localhost.json b/docs/api/pipeline-predict-mnist-har-localhost.json
deleted file mode 100644
index 7bc4c4426..000000000
--- a/docs/api/pipeline-predict-mnist-har-localhost.json
+++ /dev/null
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diff --git a/docs/api/pipeline-predict-mnist-har.json b/docs/api/pipeline-predict-mnist-har.json
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index 110ac6ab2..000000000
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-  }
-}
diff --git a/docs/api/pipeline-predict.yaml b/docs/api/pipeline-predict.yaml
deleted file mode 100644
index eb3bd47b1..000000000
--- a/docs/api/pipeline-predict.yaml
+++ /dev/null
@@ -1,58 +0,0 @@
-openapi: 3.0.0
-info:
-  title: PipelineAI Prediction API
-  version: 1.0.0
-  description: PipelineAI Prediction API
-paths:
-  /:
-    post:
-      requestBody:
-        description: Prediction Inputs
-        content:
-          '*/*':
-            schema:
-              type: object
-      responses:
-        '200':
-          description: Success
-          content:
-            application/json:
-              schema:
-                properties:
-                  outputs:
-                    type: object
-        '429':
-          description: Resource Exhausted
-          content:
-            '*/*':
-              schema:
-                type: object
-        '500':
-          description: Internal Error
-          content:
-            '*/*':
-              schema:
-                type: object
-  /ping:
-    get:
-      responses:
-        '200':
-          description: Success
-          content:
-            application/json:
-              schema:
-                properties:
-                  status:
-                    type: string
-        '429':
-          description: Resource Exhausted
-          content:
-            '*/*':
-              schema:
-                type: object
-        '500':
-          description: Internal Error
-          content:
-            '*/*':
-              schema:
-                type: object
diff --git a/docs/api/sagemaker-predict.yaml b/docs/api/sagemaker-predict.yaml
deleted file mode 100644
index 065dfdad1..000000000
--- a/docs/api/sagemaker-predict.yaml
+++ /dev/null
@@ -1,41 +0,0 @@
-# Derived from here: https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-inference-code.html
-openapi: 3.0.0
-info:
-  title: AWS SageMaker Prediction API
-  version: 1.0.0
-  description: AWS SageMaker Prediction API
-paths:
-  /endpoints/{endpoint-name}/invocations:
-    parameters:
-    - name: endpoint-name
-      in: path
-      required: true
-      description: Endpoint Name
-      schema:
-        type: string
-    post:
-      requestBody:
-        content:
-          '*/*':
-            schema:
-              type: object
-      responses:
-        '200':
-          description: Success
-        '500':
-          description: InternalFailure
-          content:
-            '*/*':
-              schema:
-                type: object
-        '424':
-          description: ModelError
-        '503':
-          description: ServiceUnavailable
-        '400':
-          description: ValidationError
-  /ping:
-    get:
-      responses:
-        '200':
-          description: Success
diff --git a/docs/github/README.md b/docs/github/README.md
deleted file mode 100644
index c9f3ea6a9..000000000
--- a/docs/github/README.md
+++ /dev/null
@@ -1,59 +0,0 @@
-## Setup Github SSH Keys
-### Start in the `<pipeline-root>` directory
-```
-cd <pipeline-root>
-```
-
-### Configure Git with your Email and Name
-```
-git config --global user.name "cfregly"
-
-git config --global user.email "chris@fregly.com"
-```
-
-### Update the Remote Origin URL to use `ssh`
-```
-cd <pipeline-root>
-
-git remote set-url origin git@github.com:PipelineAI/pipeline.git
-```
-
-### Setup Github SSH Keys 
-* SSH Keys are provided by Github through your Github account
-* Put your private `github_rsa` and public `github_rsa.pub` keys into `~/.ssh/`
-* Modify permissions on this `github_rsa` file
-```
-chmod 600 ~/.ssh/github_rsa
-```
-
-### Start your SSH Authentication Agent
-```
-eval $(ssh-agent -s)
-```
-
-### Register SSH Keys Locally
-* Run `ssh-add` and enter the passphrase used when creating the key pair
-```
-ssh-add ~/.ssh/github_rsa
-Enter passphrase for ~/.ssh/github_rsa: <your-passphrase>
-```
-
-## Troubleshooting
-* If you see the following error, start from [this](#start-your-ssh-authentication-agent) step.
-```
-Permission denied (publickey).
-fatal: Could not read from remote repository.
-
-Please make sure you have the correct access rights
-and the repository exists.
-```
-
-* If you see the following error, make sure you ran modified the permissions on your `github_rsa` file above
-```
-@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
-@         WARNING: UNPROTECTED PRIVATE KEY FILE!          @
-@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
-Permissions 0644 for '/root/.ssh/github_rsa' are too open.
-It is required that your private key files are NOT accessible by others.
-This private key will be ignored.
-```
diff --git a/docs/quickstart/README.md b/docs/quickstart/README.md
index dfeb5a2da..080118e44 100644
--- a/docs/quickstart/README.md
+++ b/docs/quickstart/README.md
@@ -12,7 +12,7 @@ pip uninstall cli-pipeline
 ### Install PipelineAI CLI
 [![PyPI PipelineAI CLI](https://badge.fury.io/py/cli-pipeline@2x.png)](https://pypi.python.org/pypi/cli-pipeline/)
 ```
-pip install cli-pipeline==1.5.319 --default-timeout=120 --ignore-installed --no-cache --upgrade
+pip install cli-pipeline==1.5.330 --default-timeout=120 --ignore-installed --no-cache --upgrade
 ```
 Notes: 
 * You may need to uninstall any existing `cli-pipeline` using `pip uninstall cli-pipeline`
@@ -38,10 +38,7 @@ default predict base image: docker.io/pipelineai/predict-cpu:1.5.0
 
 ### PipelineAI Quick Start (CPU, GPU, and TPU)
 Train and Deploy your ML and AI Models in the Following Environments:
-* [Hosted Community Edition](/docs/quickstart/community)
-* [Docker](/docs/quickstart/docker)
 * [Kubernetes](/docs/quickstart/kubernetes)
-* [AWS SageMaker](/docs/quickstart/sagemaker)
 
 ### PipelineAI CLI Overview
 ```
diff --git a/docs/quickstart/community/README-cli-optimize-and-train.md b/docs/quickstart/zz_deprecated/community/README-cli-optimize-and-train.md
similarity index 100%
rename from docs/quickstart/community/README-cli-optimize-and-train.md
rename to docs/quickstart/zz_deprecated/community/README-cli-optimize-and-train.md
diff --git a/docs/quickstart/community/README-drag-n-drop.md b/docs/quickstart/zz_deprecated/community/README-drag-n-drop.md
similarity index 100%
rename from docs/quickstart/community/README-drag-n-drop.md
rename to docs/quickstart/zz_deprecated/community/README-drag-n-drop.md
diff --git a/docs/quickstart/community/README.md b/docs/quickstart/zz_deprecated/community/README.md
similarity index 100%
rename from docs/quickstart/community/README.md
rename to docs/quickstart/zz_deprecated/community/README.md
diff --git a/docs/quickstart/docker/README-training.md b/docs/quickstart/zz_deprecated/docker/README-training.md
similarity index 100%
rename from docs/quickstart/docker/README-training.md
rename to docs/quickstart/zz_deprecated/docker/README-training.md
diff --git a/docs/quickstart/docker/README.md b/docs/quickstart/zz_deprecated/docker/README.md
similarity index 100%
rename from docs/quickstart/docker/README.md
rename to docs/quickstart/zz_deprecated/docker/README.md
diff --git a/docs/quickstart/sagemaker/README.md b/docs/quickstart/zz_deprecated/sagemaker/README.md
similarity index 100%
rename from docs/quickstart/sagemaker/README.md
rename to docs/quickstart/zz_deprecated/sagemaker/README.md
diff --git a/docs/troubleshooting/README.md b/docs/troubleshooting/README.md
index 4befff8c9..26162ccfd 100644
--- a/docs/troubleshooting/README.md
+++ b/docs/troubleshooting/README.md
@@ -3,10 +3,7 @@
 
 ### PipelineAI Quick Start (CPU + GPU)
 Train and Deploy your ML and AI Models in the Following Environments:
-* [Hosted Community Edition](/docs/quickstart/community)
-* [Docker](/docs/quickstart/docker)
 * [Kubernetes](/docs/quickstart/kubernetes)
-* [AWS SageMaker](/docs/quickstart/sagemaker)
 
 # Having Issues?  Contact Us Anytime... We're Always Awake.
 * Slack:  https://joinslack.pipeline.ai
diff --git a/docs/quickstart/spark/README.md b/spark/spark-on-kubernetes.md
similarity index 100%
rename from docs/quickstart/spark/README.md
rename to spark/spark-on-kubernetes.md