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

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 (via Altoros)

Keras (via DataCamp)


Statistics, Probability & Maths


Probability (via William Chen & Joe Blitzstein)

Statistics (via MIT)

Linear Algebra
Linear Algebra (via


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 (via