## Essential Cheat Sheets for Machine Learning Python and Maths

**We often find ourselves spending time thinking which algorithm is best?**

And then go back to our big books for reference! These cheat sheets gives an idea about both the nature of your data and the problem you’re working to address, and then suggests an algorithm for you to try.

We regularly end up investing time supposing which algorithm is ideal? And after that backpedal to our enormous books for reference!

I have included only the most important **Cheat Sheets for Machine Learning AI Python and Maths** ones below.

**1.) SAS Algorithm Flowchart**

**Source: http://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/**

**2.) Algorithm Summary**

**Source: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/**

**3.) Machine Learning Algorithms cheat sheet pdf**

Source: **http://thinkbigdata.in/best-known-machine-learning-algorithms-infographic/**

**4.) Machine Learning Explained Algorithms are Your Friend**

Source: **http://blog.dataiku.com/machine-learning-explained-algorithms-are-your-friend**

**5.) machine learning cheat sheet (for scikit-learn)**

Source:** http://www.datacamp.com/community/blog/scikit-learn-cheat-sheet#gs.fZ2A1Jk**

Source**: http://peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html**

**6.) Tensorflow cheat sheet**

**7.) Azure machine learning cheat sheet**

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

**8.) Neural networks cheat sheet**

Source — **http://www.asimovinstitute.org/neural-network-zoo/**

**Python**

For python I have included the best cheat sheets since there are many online resources available in this section.

## 1.) python machine learning cheat sheet

Source: **http://datasciencefree.com/python.pdf**

**2.) Python Data science cheat sheet**

Source: **http://www.datacamp.com/community/tutorials/python-data-science-cheat-sheet-basics#gs.0x1rxEA**

**3.) Numpy cheat sheet**

Source: **http://www.dataquest.io/blog/numpy-cheat-sheet/**

Source: **http://datasciencefree.com/numpy.pdf**

Source: **http://www.datacamp.com/community/blog/python-numpy-cheat-sheet#gs.Nw3V6CE**

**5.) Pandas cheat sheet**

Source**: http://datasciencefree.com/pandas.pdf**

Source: **http://github.com/donnemartin/data-science-ipython-notebooks/blob/master/pandas/pandas.ipynb**

**6.) Matplotlib cheat sheet**

Source: **http://www.datacamp.com/community/blog/python-matplotlib-cheat-sheet**

Source: **http://github.com/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib.ipynb**

**Math**

Below are some of the Cheat sheets of Math behind the most common Machine Learning algorithms.

**1.) Probability cheat sheet**

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

**2.) Linear Algebra cheat sheet**

Source: **http://minireference.com/static/tutorials/linear_algebra_in_4_pages.pdf**

**3.) Statistics cheat sheet**

Source: **http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf**

Hi Manjunath – Very Useful list of Cheat sheets for ML,Python,Maths.

I am in final year PG student following your blog frequently and I am trying to learn Machine Learning in 90 days using one of your post link. I am finding it very very useful.

Thanks.