100+ Cheat Sheets: Data Science, Deep Learning And Machine Learning Cheat Sheet (Updated 2021 List)

Jan 28, 2021 0 comments
Data Science and Machine Learning Cheat Sheet

Today, I'm gonna share something very big which you might have never seen or rarely seen on the web. I have researched for more than 35 days to find out all the cheatsheets on machine learning, deep learning, data mining, neural networks, big data, artificial intelligence, python, Tensorflow, scikit-learn, etc  from all over the web. To make it easy for all users, I have zipped over 100+ Cheat sheets and shared it in this post. If you find any cheat sheet missing, please share it with us on any of our social media. And, you can also download the pdf version of this cheatsheets (links are already provided below every images).

MACHINE LEARNING CHEAT SHEETS

Machine Learning Algorithms Python and R Codes Cheatsheet by Analytics Vidhya


Machine Learning Algorithms Python and R Codes Cheatsheet


Bias and Variance in Machine Learning Models


Bias and Variance in Machine Learning Models


Imbalanced data in Machine Learning


Imbalanced data in Machine Learning


Bayes’ Theorem


Bayes’ Theorem


Principal Component Analysis and Dimensionality Reduction


Principal Component Analysis and Dimensionality Reduction



Regression in Machine Learning


Regression in Machine Learning


Regularization in Machine Learning




Basics of Convolutional Neural Network


Basics of Convolutional Neural Network


Famous DNNs in Machine Learning


Famous DNNs in Machine Learning


Ensemble Methods in Machine Learning




Regression Machine Learning Cheat Sheet by Business Science University (PDF)


Regression Machine Learning Cheatsheet PDF
Regression Machine Learning Cheatsheet


Machine Learning Algorithms & Data Science (PDF)


Machine Learning Algorithms Cheatsheets PDF
Machine Learning Algorithms PDF


Deep Learning and Big Data 


Deep Learning and Big Data Cheats


Segmentation and Clustering Cheats by BSU (PDF)


Segmentation and Clustering Cheats by BSU
Segmentation and Clustering Cheats PDF


Scikit-Learn & Caret Package for Python & R Cheat Sheet by Analytics Vidhya


Scikit-Learn & Caret Package for Python & R Cheat Sheet


Machine Learning with R Cheats (PDF)


Machine Learning with R Cheats
Machine Learning with R Cheats


Machine Learning Modelling in R (PDF)


Machine Learning Modelling in R


A Complete Chart of NEURAL NETWORKS


Neural Network Cheat Sheets


An Informative Chart to build Neural Network Graphs


Neural Network Cheat Sheet


Scikit-Learn Algorithm Cheat Sheet


Scikit-Learn Cheat Sheet



Microsoft Azure: Machine Learning Algorithm Cheat Sheet


Machine Learning Algorithm Cheat Sheet


SAS Algorithm Flowchart


Machine Learning Algorithm Cheat Sheets


Algorithms Summary by Jason Brownlee


Machine Learning Algorithms PDF


Machine Learning Algorithms by thinkbigdata


Machine Learning Algorithms PDF


Top Prediction Algorithm by Dataiku - Machine Learning


Top Prediction Algorithm Cheatsheet


You may like this: 100+ Free Data Science Books

VIP Cheatsheets - Supervised Learning by Stanford's CS 229 Students


VIP Cheatsheets - Supervised Learning by Stanford's CS 229 Students


Download whole PDF of Supervised Learning Cheatsheet: From Here

VIP Cheat Sheets - Unsupervised Learning by Stanford's CS 229 Students


VIP Cheat Sheets - Unsupervised Learning by Stanford's CS 229 Students


Download Whole PDF of Supervised Learning Cheatsheet: From Here

VIP Cheat Sheets - Deep Learning by Stanford's CS 229 Students



VIP Cheat Sheets - Deep Learning by Stanford's CS 229 Students


Download whole PDF of Supervised Learning Cheatsheet: From Here

VIP Cheat Sheets - Machine Learning Tips by Stanford's CS 229 Students


VIP Cheat Sheets - Machine Learning Tips by Stanford's CS 229 Students


Download whole PDF of Supervised Learning Cheatsheet: From Here

VIP Refresher: Probabilities and Statistics Cheatsheet


VIP Refresher: Probabilities and Statistics Cheatsheet


Download whole PDF of Probability and Statistics Cheatsheets: From Here

VIP Refresher: Linear Algebra and Calculus Cheat Sheets


VIP Refresher: Linear Algebra and Calculus Cheat Sheets


Download whole PDF of Linear Algebra and Calculus Cheatsheets: From Here


Super VIP Cheat Sheet: Machine Learning


Super VIP Cheat Sheet: Machine Learning


Download whole PDF of Super VIP Machine Learning Cheat Sheet: From Here




DATA SCIENCE CHEAT SHEETS


Data Science Cheatsheets PDF


Data Science Cheatsheets PDF
Data Science Cheat sheets PDF
Data Science Cheat sheet PDF
Data Science Cheats PDF
Machine Learning and Data Science Cheatsheets PDF
Machine Learning and Data Science Cheat sheets PDF


SQL Cheat sheet PDF


SQL Cheat sheet PDF



Data Transformation with Data.Table Cheat sheet (PDF)


Data Transformation with Data.Table Cheat sheet
Data Transformation with Data.Table Cheat sheet


Data Science with Python Workflow (PDF)


Data Science with Python Workflow
Data Science with Python Workflow (PDF)


Data Science with R Workflow (PDF)


Data Science with R Workflow
Data Science with R Workflow


Data Science with Spark in Sparklyr Cheat sheet (PDF)


Data Science with Spark in Sparklyr Cheat sheet
Data Science with Spark in Sparklyr Cheat sheet


Python for Data Science Cheat Sheet by Data Camp (for Scikit-Learn)


Python for Data Science Cheat Sheet by Data Camp (for Scikit-Learn)


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


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


Bokeh Cheat Sheet by Data Camp


Bokeh Cheat Sheet by Data Camp


 Keras Cheatsheets by Data Camp


Keras Cheatsheets


Numpy Cheat Sheets for Data Science by DataCamp


Numpy Cheat Sheets for Data Science


Pandas Cheat Sheets by Data Camp


Pandas Cheat Sheets


Data Wrangling with Pandas Cheatsheet


Data Wrangling with Pandas Cheatsheet
Data Wrangling with Pandas Cheatsheet


Data Wrangling with dplyr and tidyr by R Studio


Data Wrangling with dplyr and tidyr by R Studio
Data Wrangling with dplyr and tidyr by R Studio


Scipy - Linear Algebra Cheat Sheet by Data Camp


Scipy - Linear Algebra Cheat Sheet


Matplotlib Cheat Sheet by Data Camp


Matplotlib Cheat Sheet


Data Visualization with ggplot2 Cheat Sheet


Data Visualization with ggplot2 Cheat Sheet
Data Visualization with ggplot2 Cheat Sheet


PySpark Cheat Sheets by Data Camp


PySpark Cheat Sheets


Big-O Algorithm Cheat Sheet by Big-O-Cheatsheet


Big-O Algorithm Cheat Sheet


Big O Algorithm Data Structure Cheat Sheet


Big O Algorithm Data Structure


Array Sorting Algorithms


Array Sorting Algorithms


NumPy Data Science Cheat Sheet by DataQuest


NumPy Data Science Cheat Sheet


Statistics Cheat Sheet by MIT


Statistics Cheat Sheet


Data Visualization Cheat Sheet


Data Visualization Cheat Sheet
Data Visualization Cheat Sheets


Data Analysis in Python using NumPy, Pandas, and Matplotlib Cheatsheet by Analytics Vidhya 


Data Analysis in Python using NumPy, Pandas, and Matplotlib Cheatsheet


Data Exploration using Pandas in Python Cheat Sheet by Analytics Vidhya


Data Exploration using Pandas in Python Cheat Sheet


Data Visualization in Python Cheat Sheet by Analytics Vidhya


Data Visualization in Python Cheat Sheet


Data Exploration in R Cheat Sheet by Analytics Vidhya


Data Exploration in R Cheat Sheet


R Analyst Cheat Sheet by Analytics Vidhya


R Analyst Cheat Sheet


Other Cheat Sheets in PDF format
















That's all. I hope this huge list will be helpful to you. If you like any of the cheatsheet whether it will be machine learning algorithms cheat sheet or scikit-learn cheat sheet or  data visualization cheat sheet or keras cheat sheet or tensorflow cheat sheet or any other cheatsheets, then please share this list with others, so they can also use this in machine learning or data science task. Thanks for reading this article till the end. One more bonus point for you as you've read this article till the last. Bonus point is "our upcoming article will be on programming cheat sheets", so stay tuned with us.

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