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# DataTools_Tutorial_Demo
Set of jupyter notebooks created by students in CMSE495 (Michigan State University) that demonstrate some useful data science tools.
This notebook includse an environment.yml file. Create and activate an enviornment using the following commands (Assumes anadonda or miniconda is installed):
conda env create --prefix ./envs --file environment.yml
conda activate ./envs
If you are new to git please review the following self guided curriculum:
- [Git Guide](https://msu-cmse-courses.github.io/cmse802-f20-student/0000--Jupyter-Getting-Started-Guide.html)
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# Tutorials
- [AutoML with SKLearn](Auto-SKLearn_AutoML)
- [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)
- [Beautiful Soup](BeautifulSoup.ipynb)
- [BigO C++](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)
- [References](References.ipynb)
- [Scope C++](Scope_C++.ipynb)
- [Seaborn](Seaborn Tutorial DTTD.ipynb)
- [StandardLibrary C++](StandardLibrary_C++.ipynb)
- [Tidyverse](Tidyverse_Tutorial.ipynb)
- [Tidyverse 2](Tidyverse_Tutorial_.ipynb)
- [Whitespace Indentation](Whitespace_Indentation.ipynb)
- [Zotero](Zotero_Instructions.ipynb)
- [Template](_Template.ipynb)
- [PCA](pcatutorial.ipynb)
- [TPOT](tpot_tutorial.ipynb)