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ds-cheatsheets

by FavioVazquez

FavioVazquez /ds-cheatsheets

List of Data Science Cheatsheets to rule the world

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Data Science Cheatsheets

List of Data Science Cheatsheets to rule the world.

Table of Contents

Data Science in General and Others

- Data Science Cheatsheet Takeaway

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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