diff --git a/README.md b/README.md
index 7469157721b9737278c23dbf97391f38464abbf5..a32631abb02fd07137f9779712a7ce99707c6d6d 100644
--- a/README.md
+++ b/README.md
@@ -12,44 +12,69 @@ If you are new to git please review the following self guided curriculum:
 
 # Tutorials
 
+## Python
+### Basic Python
+- [Basic Containers](Basic_Containers.ipynb)
+- [Functions in Python](Functions_in_Python.ipynb)
+- [Loops](Loops.ipynb)
+### Packages
+- [Numpy & Sympy](Numpy_Sympy.ipynb)
+- [Pandas](Pandas.ipynb)
+- [Seaborn](Seaborn Tutorial DTTD.ipynb)
+- [Create a Python Package](Create_a_python_package.ipynb)
+
+## Machine Learning
+### AutoML
 - [AutoML with SKLearn](Auto-SKLearn_AutoML)
+- [Classification](Classification.ipynb)
+- [GAMA AutoML](GAMA_AutoML_Tutorial.ipynb)
+### Packages
+- [PyTorch](PyTorch_tutorial.ipynb)
+- [TPOT](tpot_tutorial.ipynb)
+
+## Image Analysis
 - [Automatic Cropping for Images](Auto_Cropping_Image_Tutorial)
-- [Getting Images from Video Stream](Video-Image-Data-Tutorial)
-- [CensusData Package](censusdata_package_tutorial)
 - [Image Thresholding](image_thresholding_tutorial)
-- [Social Media Scraper](socail_media_scraper)
-- [Audio Data Tutorial](AudioDataTutorial.ipynb)
-- [Basic Containers](Basic_Containers.ipynb)
+
+## GUI
+- [Widgets](DTTD_Tutorial_Widgets-D2LAPITeam.ipynb)
+- [GUI Tutorial](GUI_Tutorial.ipynb)
+
+## Data Collection
+- [CensusData Package](censusdata_package_tutorial)
+- [Social Media Scraper](socail_media_scrapper)
 - [Beautiful Soup](BeautifulSoup.ipynb)
-- [BigO C++](BigO_C++.ipynb)
+
+## Math / Statistics
+- [Big O Notation](BigO_C++.ipynb)
 - [Central Limit Theorem](Central_Limit_Theorem.ipynb)
-- [Classification](Clsasification.ipynb)
-- [Create a Python Package](Create_a_python_package.ipynb)
-- [Widgets](DTTD_Tutorial_Widgets-D2LAPITeam.ipynb)
 - [Eigenvalues](Eigenvalues.ipynb)
-- [Functions in Python](Functions_in_Python.ipynb)
-- [FuzzyWuzzy](FuzzyWuzzy.ipynb)
-- [GAMA AutoML](GAMA_AutoML_Tutorial.ipynb)
-- [GUI Tutorial](GUI_Tutorial.ipynb)
-- [Google Sheets](GoogleSheetsTutorial.ipynb)
-- [Google Sheets 2](GoogleSheetsTutorial1.ipynb)
 - [Gradients](Gradients.ipynb)
-- [Loops](Loops.ipynb)
-- [Numpy & Sympy](Numpy_Sympy.ipynb)
 - [P Test](PTest.ipynb)
-- [Pandas](Pandas.ipynb)
-- [Pointers](Pointers.ipynb)
-- [PyTorch](Pytorch.ipynb)
 - [RREF](RREF.ipynb)
+- [PCA](pcatutorial.ipynb)
+
+## Text Analysis
+- [FuzzyWuzzy](FuzzyWuzzy.ipynb)
+- [Whitespace Indentation](Whitespace_Indentation.ipynb)
+
+## C++
+- [Pointers](Pointers.ipynb)
 - [References](References.ipynb)
 - [Scope C++](Scope_C++.ipynb)
-- [Seaborn](Seaborn Tutorial DTTD.ipynb)
-- [StandardLibrary C++](StandardLibrary_C++.ipynb)
+
+## R
 - [Tidyverse](Tidyverse_Tutorial.ipynb)
-- [Tidyverse 2](Tidyverse_Tutorial_.ipynb)
-- [Whitespace Indentation](Whitespace_Indentation.ipynb)
+
+## Miscellaneous Tutorials
+- [Audio Data Tutorial](AudioDataTutorial.ipynb)
 - [Zotero](Zotero_Instructions.ipynb)
-- [Template](_Template.ipynb)
-- [PCA](pcatutorial.ipynb)
-- [TPOT](tpot_tutorial.ipynb)
+
+## Broken
+- [Google Sheets](GoogleSheetsTutorial.ipynb)
+- [Google Sheets 2](GoogleSheetsTutorial1.ipynb)
+- [Getting Images from Video Stream](Video-Image-Data-Tutorial)
+
+
+