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.
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)
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