Data Science is an ever-growing field, there are numerous tools & techniques to remember. It is not possible for anyone to remember all the functions, operations and formulas of each concept. That’s why we have cheat sheets. But there are a plethora of cheat sheets available out there, choosing the right cheat sheet is a tough task. So, I decided to write this article.

**Data Science cheat sheets for Algebra, Calculus, Probability, Statistics, Python, R, Machine Learning, Neural Networks, Numpy, Pandas**

## Algebra

*The following has 2* *pages**. Click on the image to get the full cheat sheet.*

Source: http://tutorial.math.lamar.edu/getfile.aspx?file=B,31,N

## Linear Algebra

*The following has 4* *pages**. Click on the image to get the full cheat sheet.*

Source: https://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf

## Calculus

*The following has 4* *pages**. Click on the image to get the full cheat sheet.*

Source: http://tutorial.math.lamar.edu/getfile.aspx?file=B,41,N

## Probability

*The following has* *10 pages**. Click on the image to get the full cheat sheet.*

Source: http://www.wzchen.com/s/probability_cheatsheet.pdf

## Statistics

*The following has* *4 pages**. Click on the image to get the full cheat sheet.*

Source: http://www.mathcentre.ac.uk/resources/uploaded/43799-prob-stats-ff-for-web.pdf

## Python

Source: http://datasciencefree.com

Source: https://www.datacamp.com

## R

Source: http://datasciencefree.com/

## Machine Learning

### Azure Machine Learning

Source: https://docs.microsoft.com/en-us/azure/machine-learning/algorithm-cheat-sheet

### scikit-learn

Source: https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html

Source: https://www.datacamp.com

## Neural Networks

Source: https://www.asimovinstitute.org/neural-network-zoo/

Source: https://www.asimovinstitute.org/author/fjodorvanveen/

## PySpark

Source: https://www.datacamp.com

Source: https://www.datacamp.com

## Numpy

Source: https://www.datacamp.com

Source: https://intellipaat.com/blog/tutorial/python-tutorial/numpy-cheat-sheet/

Source: http://datasciencefree.com/

## SciPy - Linear Algebra built on Numpy

Source: https://www.datacamp.com

## Bokeh (Data Visualization)

Source: https://www.datacamp.com

## Pandas

Source: https://www.datacamp.com

Source: https://www.datacamp.com

## Matplotlib (Data Visualization)

Source: https://www.datacamp.com

## Seaborn (Data Visualization)

Source: https://www.datacamp.com

## Keras

Source: https://www.datacamp.com

## Jupyter Notebook

Source: https://www.datacamp.com

#data-science #python #machine-learning #numpy #pandas