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Platinum Blog30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets


 
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This collection of data science cheat sheets is not a cheat sheet dump, but a curated list of reference materials spanning a number of disciplines and tools.



Neural Networks & Deep Learning

 

ANN Architectures
Neural Network Architectures (via Asimov Institute)

ANN Cells
Neural Network Cells (via Asimov Institute)

ANN Graphs
Neural Network Graphs (via Asimov Institute)

TensorFlow
TensorFlow (via Altoros)

Keras
Keras (via DataCamp)

 

Statistics, Probability & Maths

 

Probability
Probability (via William Chen & Joe Blitzstein)

Statistics
Statistics (via MIT)

Linear Algebra
Linear Algebra (via minireference.com)

 

Data Structures & Algorithms

 

Big O Complexity
Big O Complexity (via Big O Cheat Sheet)

Common Data Structure Operations
Common Data Structure Operations (via Big O Cheat Sheet)

Common Sorting Algorithms
Common Sorting Algorithms (via Big O Cheat Sheet)

Data Structures Cheat Sheet
Data Structures (via Rice University)

Machine Learning Algorithm Selection
Machine Learning Algorithm Selection (via Scikit-learn)

 

Structured Query Language (SQL)

 

SQL
SQL (via sql-tutorial.net)

 
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