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vuppalaa
DataTools_Tutorial_Demo
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bf7ac2b5
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bf7ac2b5
authored
1 year ago
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browng29
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Updating README.md to organize the tutorials by category.
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@@ -12,44 +12,69 @@ If you are new to git please review the following self guided curriculum:
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@@ -12,44 +12,69 @@ If you are new to git please review the following self guided curriculum:
# Tutorials
# 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
)
-
[
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
)
-
[
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
)
-
[
Image Thresholding
](
image_thresholding_tutorial
)
-
[
Social Media Scraper
](
socail_media_scraper
)
-
[
Audio Data Tutorial
](
AudioDataTutorial.ipynb
)
## GUI
-
[
Basic Containers
](
Basic_Containers.ipynb
)
-
[
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
)
-
[
Beautiful Soup
](
BeautifulSoup.ipynb
)
-
[
BigO C++
](
BigO_C++.ipynb
)
## Math / Statistics
-
[
Big O Notation
](
BigO_C++.ipynb
)
-
[
Central Limit Theorem
](
Central_Limit_Theorem.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
)
-
[
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
)
-
[
Gradients
](
Gradients.ipynb
)
-
[
Loops
](
Loops.ipynb
)
-
[
Numpy & Sympy
](
Numpy_Sympy.ipynb
)
-
[
P Test
](
PTest.ipynb
)
-
[
P Test
](
PTest.ipynb
)
-
[
Pandas
](
Pandas.ipynb
)
-
[
Pointers
](
Pointers.ipynb
)
-
[
PyTorch
](
Pytorch.ipynb
)
-
[
RREF
](
RREF.ipynb
)
-
[
RREF
](
RREF.ipynb
)
-
[
PCA
](
pcatutorial.ipynb
)
## Text Analysis
-
[
FuzzyWuzzy
](
FuzzyWuzzy.ipynb
)
-
[
Whitespace Indentation
](
Whitespace_Indentation.ipynb
)
## C++
-
[
Pointers
](
Pointers.ipynb
)
-
[
References
](
References.ipynb
)
-
[
References
](
References.ipynb
)
-
[
Scope C++
](
Scope_C++.ipynb
)
-
[
Scope C++
](
Scope_C++.ipynb
)
-
[
Seaborn
](
Seaborn
Tutorial DTTD.ipynb)
-
[
StandardLibrary C++
](
StandardLibrary_C++.ipynb
)
## R
-
[
Tidyverse
](
Tidyverse_Tutorial.ipynb
)
-
[
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
)
-
[
Zotero
](
Zotero_Instructions.ipynb
)
-
[
Template
](
_Template.ipynb
)
-
[
PCA
](
pcatutorial.ipynb
)
## Broken
-
[
TPOT
](
tpot_tutorial.ipynb
)
-
[
Google Sheets
](
GoogleSheetsTutorial.ipynb
)
-
[
Google Sheets 2
](
GoogleSheetsTutorial1.ipynb
)
-
[
Getting Images from Video Stream
](
Video-Image-Data-Tutorial
)
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