Awesome Data Science Cheatsheet

Source: https://www.kaggle.com/code/joydeb28/awesome-data-science-cheatsheet/notebook

Business Science

Business Science Problem Framework

Business_Science_Problem_Framework

Data Science with Python Workflow

Data_Science_With_Python_Workflow

Python

Python Basics

python_basics

Intermediate Python

Intermediate-Python-Cheat-Sheet

Python 3 Memento

mementopython3-english

mementopython3-english-p2

Pandas Basics

pandas_basics

Pandas

pandas

Importing Data

import_data

Jupyter

jupyter

Numpy Basics

numpy_basics

Math and Calculus

Refresher Algebra and Calculus

refresher-algebra-calculus

refresher-algebra-calculus-2

Refresher Probabilities and Statistics

refresher-probabilities-statistics

refresher-probabilities-statistics-2

refresher-probabilities-statistics-3

Machine Learning

Scikit-Learn

scikit-learn

VIP Supervised Learning

cheatsheet-supervised-learning

cheatsheet-supervised-learning-2

cheatsheet-supervised-learning-3

cheatsheet-supervised-learning-4

VIP Unsupervised Learning

cheatsheet-unsupervised-learning

cheatsheet-unsupervised-learning-2

cheatsheet-unsupervised-learning-3

VIP Machine Learning Tips and Tricks

cheatsheet-machine-learning-tips-and-tricks

cheatsheet-machine-learning-tips-and-tricks-2

cheatsheet-machine-learning-tips-and-tricks-3

Deep Learning

Neural Nets Cells

Neural_Nets_Cell

Neural Nets Graphs

Neural_Network_Graphs

Keras

keras

Deep Learning Basics

cheatsheet-deep-learning

cheatsheet-deep-learning-2

Convolutional Neural Networkds

cheatsheet-convolutional-neural-networks

cheatsheet-convolutional-neural-networks-2

cheatsheet-convolutional-neural-networks-3

cheatsheet-convolutional-neural-networks-4

cheatsheet-convolutional-neural-networks-5

Recurrent Neural Networks

cheatsheet-recurrent-neural-networks

cheatsheet-recurrent-neural-networks-2

cheatsheet-recurrent-neural-networks-3

cheatsheet-recurrent-neural-networks-4

cheatsheet-recurrent-neural-networks-5

Tips and Tricks

cheatsheet-deep-learning-tips-tricks

cheatsheet-deep-learning-tips-tricks-2

cheatsheet-deep-learning-tips-tricks-3

Data Visualization

Matplotlib

matplotlib

Seaborn

seaborn

Bokeh

bokeh

Comprehensive Guide to Data Visualization in Python

data-visualisation-infographics-python

Data Science in General and Others

Data Science Cheatsheet

data-science-cheatsheet

data-science-cheatsheet-2

data-science-cheatsheet-3

data-science-cheatsheet-4

data-science-cheatsheet-5

data-science-cheatsheet-6

data-science-cheatsheet-7

data-science-cheatsheet-8

data-science-cheatsheet-9

data-science-cheatsheet-91

ML for Beginner - Microsoft