8 Best Machine Learning Cheat Sheets

Machine learning is a sub-field of computer science that has evolved from the study of pattern recognition and computational learning theory in artificial intelligence. It helps in exploring the construction and study of algorithms. It is not something that is too hard to learn and with a little help from machine learning cheat sheets, one can get started very quickly on a project. Infact, machine learning is the hottest buzz phrase in business and technology and is attracting a lot of capital from investors.  Even hedge funds are investing in it to assist in dynamically discovering profitable quantitative trading algorithms.

While some of you might be busy going through the 12 Best Free Ebooks for Machine Learning, chances are that many of you have taken the step in trying to gather the resources and learning ways to proceed and handle projects. If you have decided to pursue a career in machine learning or want to know how to collaborate with those with these skills, then we promise to help you with as many useful resources. Today, we have come up with best machine learning cheat sheets that are are simply worth exploring.

Take a look and enjoy the ease of workflow with the following best machine learning cheat sheets:

1. scikit-learn Algorithm Cheat Sheet

This machine learning cheat sheet will help you find the right estimator for the job which is the most difficult part. The flowchart will help you check the documentation and rough guide of each estimator that will help you to know more about the problems and how to solve it.


2. Cheat Sheet – Algorithm for Supervised and Unsupervised Learning

Emanuel Ferm created this useful cheat sheet for personal use, and then later introduced for everyone to download. Check this and learn many aspects of machine learning in a matter of minutes.


3. Big Data Machine Learning

Another useful machine learning cheat sheet coming from Dzone that will help you learn how to set up training and testing data, implementing multiple machine learning models and many more important topics.


4. Microsoft Azure Machine Learning : Algorithm Cheat Sheet

This machine learning cheat sheet from Microsoft Azure will help you choose the appropriate machine learning algorithms for your predictive analytics solution. First, the cheat sheet will asks you about the data nature and then suggests the best algorithm for the job.


5. Machine Learning Cheat Sheet

A very useful and best machine learning cheat sheet that comes with many classical equations and diagrams to help you learn more about machine learning. Not only helpful for developers, but also comes handy if you are going to give job interview related to machine learning.


6. Supervised Learning Superstitions Cheat Sheet

Ryan Compton created a cheat sheet that contains his notes and superstitions about common machine learning algorithms. This is a quick reference guide that will help all the people learning or giving interviews.


7. Machine Learning Algorithm Cheat Sheet

Created by Laura Diane, this is a very simple but useful machine learning cheat sheet that will help you understand more about algorithms and where to use them.


8. Cheat Sheet – 10 Machine Learning Algorithms & R Commands

Created by Ajitesh Kumar, this article contains 10 popular machine learning algorithms and related R commands and package information. This cheat sheet will help beginners to understand more about the algorithms and how to use it further.


Well, if you have any such useful machine learning cheats sheet that claims to help others, then do let us know by leaving your comments below.

1 Comment

  1. Pingback: 8 个很棒的机器学习小抄,速查表及其解释: Machine Learning Cheat Sheets ! | David 9的博客 --- 不怕"过拟合"

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