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.
Nothing takes the place of meaningful and substantive study, but these cheat sheets (that's really not a great term for them) are a handy reference in a pinch or for reinforcing particular ideas. All images link back to the cheat sheets in their original locations.
What you will find in here:
- Page 1 - Python Data Science Cheat Sheets
- Page 2 - R Data Science Cheat Sheets
- Page 3 - Probability, Algebra, Maths & SQL & Deep Learning Cheat Sheets
Python Data Science Stack
Python for Data Science (via DataCamp)
Pandas Basics (via DataCamp)
Pandas (via DataCamp)
Numpy (via DataCamp)
SciPy (via DataCamp)
Scikit-learn (via DataCamp)
Matplotlib (via DataCamp)
Bokeh (via DataCamp)