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Data Science Cheatsheets

List of Data Science Cheatsheets to rule the world.

Table of Contents


Business Science

Business Science Problem Framework (PDF)

Data Science with Python Workflow (PDF)

Data Science with R Workflow (PDF)

Python

Datacamp

Python Crash Course

Dataquest

Others

R

Datacamp

-xts (PDF)

RStudio

Math and Calculus

From @afshinea, @stat110 and @wzchen:

Big Data

Python

R

Machine Learning

Python

R

_ H2O (PDF)

Supervised Learning

From @afshinea:

Unsupervised Learning

From @afshinea:

Hacks, tricks and tips

From @afshinea:

Choosing the right model

Deep Learning

Neural Nets

R

Python

Keras (PDF)

From @afshinea:

SQL

Data Visualization

Python

  • Comprehensive Guide to Data Visualization in Python

R

Data Science in General and Others

By @ml874

Contributors:

Favio Vázquez

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List of Data Science Cheatsheets to rule the world

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