100+ Cheat Sheets For Machine Learning, Data Science, Deep Learning, AI And Python
Tags: machinelearning, datascience, python, programming
Published: 2023-03-26 13:13:09

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 in the comment section.


#### All Cheats In High Quality With PDF Downloadable Link: [100+ Cheat Sheet For Data Science And Machine Learning](https://www.theinsaneapp.com/2020/12/machine-learning-and-data-science-cheat-sheets-pdf.html)


Let's dive into cheat sheets very quickly...

__Bias and Variance in Machine Learning Models__

![Bias and Variance in Machine Learning Models Cheat Sheet](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5okm8bbh5wgrvzp9e7vu.png)

__Machine Learning Algorithms Summary__

![Machine Learning Algorithms Summary](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/543e3tqui980ebbs9js4.png)

__Imbalanced data in Machine Learning__

![Imbalanced data in Machine Learning Cheat](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/jy18bucci8vxoqd9h9dv.png)


__Big-O Algorithm Cheat Sheet by Big-O-Cheatsheet__

![Big-O Algorithm Cheat Sheet by Big-O-Cheatsheet](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/q4xics7e481uhts1cpdr.png)


__Bayes Theorem__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/kqjgzna9hrmsdjet4k22.png)

__Numpy Cheat Sheet for Data Science__

![Numpy Cheat Sheet for Data Science](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/siv3gspiw2j3pt2h8llr.png)

__Basics of Convolutional Neural Network__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/hzro67c73282fnx5so2p.png)

__Slackr: Send Files, Messages, R Objects, And Images To Slack Directly From R__

![Slackr: Send Files, Messages, R Objects, And Images To Slack Directly From R](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bxkebm1nytv43fs1n2ln.png)

__Ensemble Methods in Machine Learning__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bcqr011hnzkesh7k1ukx.png)

__Machine Learning Algorithms__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/o3gdvzc1br4si33lgnl1.png)

__Deep Learning Concepts Explained__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/jgdyp90wk3zdb72gopoh.png)

__Deep Learning and Big Data Concepts Explained__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dwju21cu3jl1ij99lku6.png)

__Python for Data Science Cheat Sheet__

![Python for Data Science Cheat Sheet](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/8cu8pybix4obus1obvqh.png)

__A Complete Chart of NEURAL NETWORKS__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/aqb6zyfyfuipve2whqfc.png)

__Data Transformation With Dplyr CheatSheet__

![Data Transformation With Dplyr CheatSheet](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/jaiarig14j5cz09mca1i.png)

__Scikit-Learn Algorithm Cheat Sheet__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mg8j0wce609tws2mq42r.png)

__What is Data Science? Types of Data, Probability and Stats Cheats__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/zvaa9d3g14jk6y1op5gm.png)
![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gaxwgu5mduu6jxbwrs9a.png)

__Data Science with Python Workflow__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9br1awcpjrsnz1p4icjw.png)

__Special Topics in Data Science with Python__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ky3120hag3e4bieqmzeg.png)

__Python Data Science Cheat Sheet__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/52kx3kgjes2d8hcx6ut2.png)

__Numpy Cheat Sheets for Data Science__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bff00534vqy4scb2ejxp.png)

__Scipy - Linear Algebra Cheat Sheet__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/qrrx1509zv5z9c5ot239.png)

__Principal Component Analysis and Dimensionality Reduction__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6mj2e40i9y4kl53aan0i.png)

__Segmentation and Clustering Cheats (Python & R)__

![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/fmk0cbl51md46v7f8l7e.png)
![Alt Text](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/82gsi2i4cv6t2qpha748.png)

Other images are very large in dimensions and when I uploaded it here it becomes blur. So, its a request to all to check other core cheatsheets and DOWNLOADABLE PDF links for all cheat sheets from the below given link.

Check out other 80+ Cheat Sheets from here: __[Machine Learning Algorithms Python and R Codes Cheatsheet, Data Analysis in Python using NumPy, Pandas, and Matplotlib Cheatsheet, Data Exploration using Pandas in Python Cheat Sheet, Data Exploration in R & More](https://www.theinsaneapp.com/2020/12/machine-learning-and-data-science-cheat-sheets-pdf.html)__