100+ Cheat Sheet For Data Science And Machine Learning (Updated For 2024)

Hi Everyone, In this post, we’ll share a curated list of 100+ machine learning and data science cheat sheets. We have researched for more than a month to find out all the cheat sheets on machine learning, deep learning, data mining, neural networks, big data, artificial intelligence, python, TensorFlow, scikit-learn, etc from all over the web.

Note: The list is long. So, If you are in a hurry, Please check out all the cheat sheets directly on the Table of Contents.

Table Of Contents 👉

Machine Learning Cheat Sheets

Machine Learning Algorithms Python and R Codes Cheat Sheet PDF

ML%20Algorithms%20PDF
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Bias and Variance in Machine Learning Models

Machine Learning Cheat Sheet PDF

Imbalanced data in Machine Learning

Machine learning cheat sheet github

Bayes’ Theorem

Deep Learning Cheat Sheet PDF

Principal Component Analysis and Dimensionality Reduction

Machine Learning Cheat Sheet

Regression in Machine Learning

Machine Learning Cheat Sheet PDF

Regularization in Machine Learning

Machine learning Python Cheat Sheet PDF

Basics of Convolutional Neural Network

Neural Network Cheat Sheet PDF

Famous DNNs in Machine Learning

Neural Networks Cheat Sheet

Ensemble Methods in Machine Learning

Machine learning cheat sheet github
DOWNLOAD PDF (15 Pages)

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Regression Machine Learning Cheat Sheet

Deep Learning Cheat Sheet PDF
Machine learning Algorithms Cheat Sheet
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Machine Learning Algorithms PDF

machine learning algorithms cheat sheet
machine learning algorithms cheat sheet pdf
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Deep Learning and Big Data Cheat Sheet

deep learning cheat sheet

Segmentation and Clustering Cheats by BSU

machine learning algorithms cheat sheet
machine learning algorithms cheat sheet pdf
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Scikit-Learn & Caret Package for Python & R Cheat Sheet PDF

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Deep Learning With Keras Cheat Sheet

Deep Learning With Keras Cheat Sheet
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Deep Learning with Torch

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Machine Learning with R Cheats

Machine Learning with R Cheat Sheet
Machine Learning with R Cheat Sheet PDF
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Machine Learning Modelling in R

Machine Learning Cheat Sheet
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A Complete Chart of Neural Networks

Neural Network Cheat Sheet PDF

An Informative Chart to build Neural Network Graphs

Neural Network Cheat Sheet PDF

Scikit-Learn Algorithm Cheat Sheet

Scikit learn algorithm cheat Sheet

Microsoft Azure: Machine Learning Algorithm Cheat Sheet

Machine Learning Algorithm Cheat Sheet

SAS Algorithm Flowchart

machine learning algorithms cheat sheet pdf

Machine Learning Algorithms Summary

machine learning algorithms cheat sheet pdf

Machine Learning Algorithms by think big data

machine learning algorithms cheat sheet

Top Prediction Algorithm

machine learning algorithms cheat sheet pdf

Supervised Learning Cheat Sheet

supervised learning cheat sheet pdf
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Unsupervised Learning Cheat Sheet

Unsupervised learning cheat sheet pdf
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Deep Learning Cheat Sheet

super vip deep learning cheat sheet pdf
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Machine Learning Tips – VIP Cheat Sheet by Stanford University

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Probabilities and Statistics Cheat Sheet

Probability And Statistics Cheat Sheet PDF
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Linear Algebra and Calculus Cheat Sheet

Linear Algebra and calculus cheat sheet pdf
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Super VIP Cheat Sheet: Machine Learning

Machine Learning cheat sheet Stanford PDF
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Data Science Cheat Sheet

Bayesian Cost Effective Analysis In R

Bayesian Cost Effective Analysis In R
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Advanced And Fast Data Transformation With R

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Git and GitHub with RStudio

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Arrow for R

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Add species’ silhouettes from phlopic to R plots

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CRAN with R

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SAS-R A Cheat Sheet To Familiarize SAS Users With R

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Data Transformation With Dplyr CheatSheet

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Data Tidying With Tidyr Cheat Sheet

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Data Import With The Tidyverse

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RStudio IDE Cheats

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PySpark Cheat Sheet – Python For Data Science

Python for Data Science Cheat Sheet PDF
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PySpark Cheat Sheet – Python For Data Science

Python for Data Science Cheat Sheet
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Data Science Cheat Sheets

Data Science Cheat sheet
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oSCR Cheats

oSCR Cheats
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Data Science Cheat Sheets

Data Science Cheat Sheet PDF
Data Science Cheat Sheet
Data Science Cheat Sheet PDF
Data Science Cheat Sheet
Data Science Cheat Sheet PDF
Data Science Cheat Sheet
DOWNLOAD PDF (10 Pages)

SQL Cheat Sheet

SQL Cheat Sheet PDF
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Data Science with Python Workflow

Python for Data Science Cheat Sheet PDF
Python for Data Science Cheat Sheet PDF
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Data Science with R Workflow

Data Science with R Cheat Sheet PDF
Data Science with R Cheat Sheet PDF
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Data Exploration in Python using NumPy, Pandas, and Matplotlib Cheat Sheet PDF

Cheat sheet for exploratory data analysis in Python PDF
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Data Exploration using Pandas in Python Cheat Sheet PDF

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Data Visualization in Python Cheat Sheet PDF

Data Visualization In Python Cheat Sheet PDF
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Data Analysis in R Cheat Sheet PDF

Data analysis cheat sheet pdf
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Data Visualization In R Cheat Sheet PDF

Data Visualization In R Cheat Sheet PDF
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Data Science with Spark in Sparklyr Cheat Sheet

Data Science Cheat Sheet github
Data Science Cheat Sheet github
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Jupyter Notebook Cheat Sheet PDF

Jupyter Notebook Cheat Sheet
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Python for Data Science Cheat Sheet (for Scikit-Learn)

Python for Data Science Cheat Sheet
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Python Data Science Cheat Sheet (for Python Basics)

Python for Data Science Cheat Sheet
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Bokeh Cheat Sheet

Bokeh Cheat Sheet PDF
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Keras Cheat Sheets

Keras Cheat Sheet PDF
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Numpy Cheat Sheets for Data Science

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Pandas Cheat Sheets

Pandas Cheat Sheet PDF
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Data Wrangling with Pandas Cheat Sheet

Python for Data Science Cheat Sheet PDF
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R For Data Science

R for Data Science Cheat Sheet PDF
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Scipy – Linear Algebra Cheat Sheet

Python for Data Science Cheat Sheet
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Matplotlib Cheat Sheet

Matplotlib cheat sheet PDF
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Data Visualization with ggplot2 Cheat Sheet

Data Visualization with ggplot2 Cheat Sheet PDF
Data Visualization with ggplot2 Cheat Sheet
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Plotting For Bayesian Models In R

Plotting For Bayesian Models In R

Time Series Imputation With ImputeTS

Time Series Imputation with imputeTS
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Introduction To Statistics With Mossaic

Introduction To Statistics With Mossaic
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Quantitative Analysis Of Textual Data In R

Quantitative Analysis Of Textual Data In R
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Quincunx: An R Package To Query, Download, And Wrangle Pgs Catalog Data

PGS Catalog access with
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Slackr: Send Files, Messages, R Objects, And Images To Slack Directly From R

slackr cheat sheet
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Data Transformation with Data Table Cheat Sheet

Data Science Cheat Sheet github
Data Science Cheat Sheet github
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Big-O Algorithm Cheat Sheet by Big-O-Cheatsheet

Statistics Cheat Sheet for data scientists PDF

Big O Algorithm Data Structure Cheat Sheet

Statistics Cheat Sheet for data scientists

Array Sorting Algorithms

Statistics Cheat Sheet for data scientists

Statistics Cheat Sheet by MIT

Statistics Cheat Sheet for data scientists PDF

Data Visualization Cheat Sheet

Data Visualization Cheat Sheets PDF

Other Cheat Sheets in PDF format:

  1. Data Science Cheat Sheet for Business Leaders
  2. SpaCy Cheat Sheet: Advanced NLP in Python
  3. Importing Data: Python Cheat Sheet
  4. MySQL Cheat Sheet
  5. Quandl + R Cheat Sheet
  6. R reference Card for Data Mining
  7. Data Import with readr, tidyr, and tibble Cheat Sheet
  8. Machine learning Cheat Sheet
  9. Scala Cheat Sheet
  10. R for Data Science – xts Cheat Sheet
  11. R for Data Science – Data.Table Cheat Sheet
  12. Seaborn Cheatsheet
  13. Tidyverse for Beginners Cheat Sheet

Note: The credits of all the images used in this article go to their respective owners.

That’s all. We hope this huge list of machine learning cheat sheets, data science cheat sheets, deep learning cheat sheets, and Python cheat sheets will be helpful to you. If you found any of the cheat sheets valuable, please share it with all your friends and others. Also thanks for reading this article till the end.

Frequently Asked Questions:

Can I Download Machine Learning Cheat Sheet PDF?

Yes, You can download all the machine learning cheat sheet in pdf format for free.

Can I Download Data Science Cheat Sheet PDF?

Yes, You can download all the data science cheat sheet in pdf format for free.

Which Machine Learning Cheat Sheets Are Most Important?

A Complete Chart of Neural Networks, Machine Learning Algorithms Python and R Codes, VIP Machine Learning And Deep Learning Cheat Sheet By Stanford University, Mathematics for Machine Learning Cheat Sheets By Stanford University.

Which Data Science Cheat Sheets Are Most Important?

Data Science Cheat Sheet 2.0, Data Science Cheat Sheets by Maverick Lin, Data Science With Python And R Workflow, All Python for Data Science Cheats By DataCamp, Data Analysis in R And Data Visualization In R.

Can I Download All Cheat Sheets In One PDF?

We got so many request to convert all machine learning cheat sheet and data science cheat sheet into one pdf.

So, we decided to create a pdf version of it. It’ll be soon available on this site. Please bookmark it and check it after few days.

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