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# Data Science Cheatsheets

List of Data Science Cheatsheets :

## Table of Contents
- [Artificial Intelligence](Artificial%20Intelligence/README.md)
- [Big Data](Big%20Data/README.md)
- [Data Engineering](Data%20Engineering/README.md)
- [Data Mining](Data%20Mining/README.md)
- [Data Science](Data%20Science/README.md)
- [Data Visualization](Data%20Visualization/README.md)
- [Data Warehouse](Data%20Warehouse/README.md)
- [Deep Learning](Deep%20Learning/README.md)
- [DevOps](DevOps/README.md)
- [Docker & Kubernetes](Docker%20&%20Kubernetes/README.md)
- [Excel](Excel/README.md)
- [Git](Git/README.md)
- [Images](Images//README.md)
- [Interview Questions](Interview%20Questions/README.md)
- [Linux](Linux/README.md)
- [Machine Learning](https://github.com/abhat222/Data-Science--Cheat-Sheet#machine-learning)
- [Mathematics](Mathematics/README.md)
- [Matlab](Matlab/README.md)
- [NLP](NLP/README.md)
- [Numpy](Numpy/README.md)
- [Ordinary Differential Equations](Ordinary%20Differential%20Equations/README.md)
- [Pandas](Pandas/README.md)
- [Probability](Probability/README.md)
- [Python](Python/README.md)
- [Scala](Scala/README.md)
- [SQL](SQL/README.md)
- [Statistics](Statistics/README.md)

# Python

<a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Python/Python_cheatsheet.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/python_cheatsheet.PNG?" alt="Illustration" width="415px"/> &nbsp; &nbsp; &nbsp;</a><a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Python/spaCy.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/SpaCy.PNG?" alt="Illustration" width="415px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>Python Cheat Sheet</b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp;  &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<b>Spacy Cheat Sheet<b><br/>
  

<a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Pandas/pandas_cheat_sheet.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/DA_Pandas.PNG?" alt="Illustration" height="320px" width="415px"/> &nbsp; &nbsp; &nbsp;</a><a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Pandas/Reading%20and%20Writing%20data%20with%20PANDAS.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/RW_Panda.PNG?" alt="Illustration" width="415px" height="320px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>Data Analysis with Pandas<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>Pandas (Reading and Writing Data)<b><br/>


<a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Python/python-cheatsheets-ds.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/PythonForDS.PNG?" alt="Illustration" height="300px" width="415px"/> &nbsp; &nbsp; &nbsp;</a><a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Numpy/100_numpy_exercises.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/101_numpy_exercises.jpg?" alt="Illustration" width="415px" height="300px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>Python for Data Science<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>100 Numpy Exercises<b><br/>


<a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Python/Python%20for%20Data%20Analysis.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/pythonforDA.PNG?" alt="Illustration" height="300px" width="415px"/> &nbsp; &nbsp; &nbsp;</a><a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Pandas/pandas-10min.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/Pandas_10mins.PNG?" alt="Illustration" width="415px" height="300px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>Python for Data Analysis<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <b>10 Minutes to Pandas<b><br/>



# R Language

<a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/R%20Cheat%20Sheet/R%20Cheat%20Sheets.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/R_cheatsheet.PNG?" alt="Illustration" height="300px" width="415px"/> &nbsp; &nbsp; &nbsp;</a><a href="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/R%20Cheat%20Sheet/R%20Programming%20Cheat%20Sheet.pdf"><img src="https://github.com/abhat222/Data-Science--Cheat-Sheet/blob/master/Images/R.PNG?" alt="Illustration" width="415px" height="300px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  &nbsp; <b>R Cheat Sheet<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  <b>R (Basics & Advanced)<b><br/>


# Machine Learning

<a href="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Machine%20Learning/Applied%20Machine%20Learning%20Problem%20Solving%20Framework.jpg"><img src="https://raw.githubusercontent.com/abhat222/Data-Science--Cheat-Sheet/master/Machine%20Learning/Applied%20Machine%20Learning%20Problem%20Solving%20Framework.jpg" alt="Illustration" height="300px" width="415px"/> &nbsp; &nbsp; &nbsp; </a><a href="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Machine%20Learning/Cheat%20Sheet%20Algorithms%20for%20Supervised%20and%20Unsupervised%20Learning.pdf"><img src="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Images/supervised-and-unsupervised-learning.PNG?" alt="Illustration" width="415px" height="300px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  &nbsp; <b>R Cheat Sheet<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  <b>Machine Learning<b><br/>


# Deep Learning

<a href="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Deep%20Learning/Coursera%20Deep%20Learning%20course%20Notes.pdf"><img src="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Images/coursera-deep-learning.PNG" alt="Illustration" height="300px" width="415px"/> &nbsp; &nbsp; &nbsp; </a><a href="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Deep%20Learning/super-cheatsheet-deep-learning.pdf"><img src="https://github.com/cyborg-girl/Data-Science--Cheat-Sheet/blob/master/Images/super-cheatsheet-deep-learning.PNG" alt="Illustration" width="415px" height="300px"/></a> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  &nbsp; <b>R Cheat Sheet<b> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  <b>Machine Learning<b><br/>