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
Bias and Variance in Machine Learning Models
Imbalanced data in Machine Learning
Bayes’ Theorem
Principal Component Analysis and Dimensionality Reduction
Take a look at 100+ Machine Learning Algorithms in One Pic
Regression in Machine Learning
Regularization in Machine Learning
Basics of Convolutional Neural Network
Famous DNNs in Machine Learning
Ensemble Methods in Machine Learning
Regression Machine Learning Cheat Sheet by Business Science University (PDF)
Deep Learning and Big Data
Segmentation and Clustering Cheats by BSU (PDF)
Scikit-Learn & Caret Package for Python & R Cheat Sheet by Analytics Vidhya
A Complete Chart of NEURAL NETWORKS
An Informative Chart to build Neural Network Graphs
Scikit-Learn Algorithm Cheat Sheet
You may like this: A Curated List of 100+ Best and Free Machine Learning Courses
Microsoft Azure: Machine Learning Algorithm Cheat Sheet
SAS Algorithm Flowchart
Top Prediction Algorithm by Dataiku - Machine Learning
You may like this: 100+ Free Data Science Books
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
Download Whole PDF of Supervised Learning Cheatsheet: From Here
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
Download whole PDF of Supervised Learning Cheatsheet: From Here
VIP Refresher: Probabilities and Statistics Cheatsheet
VIP Refresher: Linear Algebra and Calculus Cheat Sheets
Download whole PDF of Linear Algebra and Calculus Cheatsheets: From Here
You may like this: 100+ Free Machine Learning Books
Super VIP Cheat Sheet: Machine Learning
DATA SCIENCE CHEAT SHEETS
Data Science Cheatsheets PDF
SQL Cheat sheet PDF
Take a look at 100+ Free Data Science Books
Data Transformation with Data.Table Cheat sheet (PDF)
Data Science with Python Workflow (PDF)
Data Science with R Workflow (PDF)
Data Science with Spark in Sparklyr Cheat sheet (PDF)
Python for Data Science Cheat Sheet by Data Camp (for Scikit-Learn)
Python Data Science Cheat Sheet by Data Camp (for Python Basics)
Bokeh Cheat Sheet by Data Camp
Keras Cheatsheets by Data Camp
Numpy Cheat Sheets for Data Science by DataCamp
Pandas Cheat Sheets by Data Camp
Data Wrangling with Pandas Cheatsheet
Data Wrangling with dplyr and tidyr by R Studio
Scipy - Linear Algebra Cheat Sheet by Data Camp
Matplotlib Cheat Sheet by Data Camp
Data Visualization with ggplot2 Cheat Sheet
PySpark Cheat Sheets by Data Camp
Big-O Algorithm Cheat Sheet by Big-O-Cheatsheet
Big O Algorithm Data Structure Cheat Sheet
Array Sorting Algorithms
NumPy Data Science Cheat Sheet by DataQuest
Statistics Cheat Sheet by MIT
Data Visualization Cheat Sheet
Data Analysis in Python using NumPy, Pandas, and Matplotlib Cheatsheet by Analytics Vidhya
Data Exploration using Pandas in Python Cheat Sheet by Analytics Vidhya
Data Visualization in Python Cheat Sheet by Analytics Vidhya
Data Exploration in R Cheat Sheet by Analytics Vidhya
R Analyst Cheat Sheet by Analytics Vidhya
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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