updates

.Rbuildignore

@@ -0,0 +1 @@
+^\.github$

.github/.gitignore

@@ -0,0 +1 @@
+*.html

.github/workflows/deploy_bookdown.yml

@@ -0,0 +1,51 @@
+on:
+  push:
+     branches:
+       - main
+
+  
+
+name: renderbook
+
+jobs:
+  bookdown:
+    name: Render-Book
+    runs-on: macOS-latest
+    steps:
+      - uses: actions/checkout@v1
+      - uses: r-lib/actions/setup-r@v1
+      - uses: r-lib/actions/setup-pandoc@v1
+      - name: Install rmarkdown
+        run: Rscript -e 'install.packages(c("rmarkdown","bookdown"))'
+      - name: Render Book
+        run: Rscript -e 'bookdown::render_book("index.Rmd")'
+      - uses: actions/upload-artifact@v1
+        with:
+          name: _book
+          path: _book/
+  
+# Need to first create an empty gh-pages branch
+# see https://pkgdown.r-lib.org/reference/deploy_site_github.html
+# and also add secrets for a GH_PAT and EMAIL to the repository
+# gh-action from Cecilapp/GitHub-Pages-deploy
+  checkout-and-deploy:
+   runs-on: ubuntu-latest
+   needs: bookdown
+   steps:
+     - name: Checkout
+       uses: actions/checkout@master
+     - name: Download artifact
+       uses: actions/download-artifact@v1.0.0
+       with:
+         # Artifact name
+         name: _book # optional
+         # Destination path
+         path: _book # optional
+     - name: Deploy to GitHub Pages
+       uses: Cecilapp/GitHub-Pages-deploy@master
+       env:
+          EMAIL: ${{ secrets.EMAIL }}               # must be a verified email
+          GH_TOKEN: ${{ secrets.GH_PAT }} # https://github.com/settings/tokens
+          BUILD_DIR: _book/                     # "_site/" by default
+    
+ 

book-content/02-learning-path-opening-thoughts.Rmd

@@ -2,8 +2,8 @@
 
 # Opening Thoughts {#learning-path-opening-thoughts}
 
-![](images/1.1.gif)
-[source](https://dilbert.com/strip/2017-09-07)
+<!-- ![](images/1.1.gif) -->
+<!-- [source](https://dilbert.com/strip/2017-09-07) -->
 
 ## The Future
 

book-content/03-non-technical-ml-learning.Rmd

@@ -2,8 +2,8 @@
 
 ## Intro to AI
 
-![](images/2.1.gif)
-[source](https://dilbert.com/strip/2018-11-24)
+<!-- ![](images/2.1.gif) -->
+<!-- [source](https://dilbert.com/strip/2018-11-24) -->
 
 ### Introduction
 
@@ -51,8 +51,8 @@
 
 ## Book List
 
-![](images/2.2.gif)
-[source](https://dilbert.com/strip/1989-05-28)
+<!-- ![](images/2.2.gif) -->
+<!-- [source](https://dilbert.com/strip/1989-05-28) -->
 
 ### General AI Books
 

book-content/04-technical-ml-learning.Rmd

@@ -2,8 +2,8 @@
 
 ## Introduction
 
-![](images/3.1.jpg_large)
-[source](https://pbs.twimg.com/media/CnTztGXWAAAWDXO.jpg:large)
+<!-- ![](images/3.1.jpg_large) -->
+<!-- [source](https://pbs.twimg.com/media/CnTztGXWAAAWDXO.jpg:large) -->
 
 ### Opening Thoughts
 * There are many ways to learn technical material. Paid courses, YouTube videos, blog posts, and books are all equally effective based on your learning style. The content in the following sections tries to have a healthy balance of all content types. 
@@ -20,8 +20,8 @@
 
 ## Installing Software
 
-![](images/3.2.gif)
-[source](https://dilbert.com/strip/2018-08-03)
+<!-- ![](images/3.2.gif) -->
+<!-- [source](https://dilbert.com/strip/2018-08-03) -->
 
 ### Python
 * [Coding Tools for Python Development](https://docs.microsoft.com/en-us/learn/modules/install-code-tools-python-nasa/)
@@ -35,8 +35,8 @@
 
 ## Data Analysis and Manipulation
 
-![](images/3.3.gif)
-[source](https://dilbert.com/strip/2017-07-10)
+<!-- ![](images/3.3.gif) -->
+<!-- [source](https://dilbert.com/strip/2017-07-10) -->
 
 ### Python
 * Pick one of the following
@@ -73,8 +73,8 @@
 
 ## Version Control
 
-![](images/3.4.gif)
-[source](https://dilbert.com/strip/2000-09-21)
+<!-- ![](images/3.4.gif) -->
+<!-- [source](https://dilbert.com/strip/2000-09-21) -->
 
 ### High Level Overview
 
@@ -95,8 +95,8 @@
 
 ## Machine Learning Basics
 
-![](images/3.5.gif)
-[source](https://dilbert.com/strip/2014-07-04)
+<!-- ![](images/3.5.gif) -->
+<!-- [source](https://dilbert.com/strip/2014-07-04) -->
 
 ### High Level Topics
 
@@ -140,8 +140,8 @@
 
 ## Regression
 
-![](images/3.6.gif)
-[source](https://dilbert.com/strip/2016-06-21)
+<!-- ![](images/3.6.gif) -->
+<!-- [source](https://dilbert.com/strip/2016-06-21) -->
 
 ### High Level Topics
 
@@ -185,8 +185,8 @@
 
 ## Time Series
 
-![](images/3.7.gif)
-[source](https://dilbert.com/strip/2001-12-29)
+<!-- ![](images/3.7.gif) -->
+<!-- [source](https://dilbert.com/strip/2001-12-29) -->
 
 ### High Level Topics
 
@@ -224,8 +224,8 @@
 
 ## Classification
 
-![](images/3.8.gif)
-[source](https://dilbert.com/strip/2018-08-02)
+<!-- ![](images/3.8.gif) -->
+<!-- [source](https://dilbert.com/strip/2018-08-02) -->
 
 ### High Level Topics
 
@@ -274,8 +274,8 @@
 
 ## Unsupervised Learning
 
-![](images/3.9.gif)
-[source](https://dilbert.com/strip/2018-01-06)
+<!-- ![](images/3.9.gif) -->
+<!-- [source](https://dilbert.com/strip/2018-01-06) -->
 
 ### Python
 
@@ -297,8 +297,8 @@
 
 ## Natural Language Processing
 
-![](images/3.10.gif)
-[source](https://dilbert.com/strip/2017-07-13)
+<!-- ![](images/3.10.gif) -->
+<!-- [source](https://dilbert.com/strip/2017-07-13) -->
 
 ### Python
 
@@ -321,8 +321,8 @@
 
 ## Deep Learning
 
-![](images/3.11.gif)
-[source](https://dilbert.com/strip/2021-03-12)
+<!-- ![](images/3.11.gif) -->
+<!-- [source](https://dilbert.com/strip/2021-03-12) -->
 
 ### High Level Topics
 
@@ -351,8 +351,8 @@
 
 ## Model Interpretability
 
-![](images/3.12.gif)
-[source](https://dilbert.com/strip/1998-12-10)
+<!-- ![](images/3.12.gif) -->
+<!-- [source](https://dilbert.com/strip/1998-12-10) -->
 
 ### High Level Topics
 
@@ -371,8 +371,8 @@
 
 ## AI Ethics and Fairness
 
-![](images/3.13.gif)
-[source](https://dilbert.com/strip/2015-02-10)
+<!-- ![](images/3.13.gif) -->
+<!-- [source](https://dilbert.com/strip/2015-02-10) -->
 
 ### High Level Topics
 
@@ -387,8 +387,8 @@
 
 ## Web Apps
 
-![](images/3.14.jpg)
-[source](https://dilbert.com/strip/2016-03-06)
+<!-- ![](images/3.14.jpg) -->
+<!-- [source](https://dilbert.com/strip/2016-03-06) -->
 
 ### Python
 
@@ -406,10 +406,10 @@
 
 ## Production on Azure
 
-![](images/3.15.gif)
-[source](https://dilbert.com/strip/2014-01-17)
+<!-- ![](images/3.15.gif) -->
+<!-- [source](https://dilbert.com/strip/2014-01-17) -->
 
 ## Life as a Data Scientist
 
-![](images/3.16.gif)
-[source](https://dilbert.com/strip/2018-04-03)
+<!-- ![](images/3.16.gif) -->
+<!-- [source](https://dilbert.com/strip/2018-04-03) -->