AI, Stat, Math, coding cheat sheets & learning songs

by Kurious Fox

Sheets of formulas & memorization tricks:
Tips & Tricks for remembering Elementary Probability & Statistics formulas
Basic probability & Statistics formula sheet
Machine learning formula remembering trick
Machine Learning & Deep Learning formula sheet

Python cheat sheets: matplotlib cheatsheet, pandas cheat sheet, Colab cheat sheet

See also:
Tricks for remembering matrix properties
Tricks for remembering formulas & properties of multivariate normal distribution
Tricks for remembering integral rules

? Learning songs with examples ??

? Basic probability: Exponential distribution song,
normal distribution song

Python ?

Pandas: Pandas basic function song,
pandas grouping the data song

?Pytorch: Tensor Creation song & examples,
basic computation function song, Tensor Operations song & examples,
function song: linear algebra operations
Tensor Type & Device Management song,
Autograd, Random Number Generation, Loss Functions, optimization: song+examples

PySpark:

PySpark data frame creation song
PySpark: selecting and accessing data

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