30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets

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Tags: Cheat Sheet, Data Science, Deep Learning, Machine Learning, Neural Networks, Probability, Python, R, SQL, Statistics

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.

Pages: 1 2 3

By Matthew Mayo, KDnuggets.

Neural Networks & Deep Learning

Neural Network Architectures (via Asimov Institute)

Neural Network Cells (via Asimov Institute)

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 (via minireference.com)

Data Structures & Algorithms

Big O Complexity (via Big O Cheat Sheet)

Common Data Structure Operations (via Big O Cheat Sheet)

Common Sorting Algorithms (via Big O Cheat Sheet)

Data Structures (via Rice University)

Machine Learning Algorithm Selection (via Scikit-learn)

Structured Query Language (SQL)

SQL (via sql-tutorial.net)

Related:

Pages: 1 2 3

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