学习资料整理--《Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data》

Python for Data Science Cheat Sheets


1.Quick Guide to learn Python for Data Science


2.Python for Data Science Cheat sheet 


3.Python For Data Science Cheat Sheet NumPy


4.Exploratory Data Analysis in Python


5.Data Exploration using Pandas in Python


6.Data Visualisation in Python


7.Python For Data Science Cheat Sheet Bokeh


8.Cheat Sheet: Scikit Learn


9.Steps To Perform Text Data Cleaning in Python



R for Data Science Cheat Sheets


1.R Reference Card


2.Data Import in R


3.Data Transformation with dplyr 


4.Cheat sheet – 11 Steps for Data Exploration in R (with codes)


5.Data Visualization in R


6.Data Visualization with ggplot2


7.Cheat sheet: Caret Package 


8.R Reference Card for Data Mining


9.Guide to quickly learn Cloud Computing in R Programming



Machine Learning Cheat Sheets


1.Cheat sheet – Python & R codes for common Machine Learning Algorithms


2.Scikit Learn algorithm Cheat sheet


3.Microsoft Azure Machine Learning: Algorithm Cheat Sheet


Probability Cheat Sheets


1.Probability Basics  Cheat Sheet


2.Probability cheat sheet for distribution



SQL & MySQL Cheat Sheets


1.SQL Cheat Sheet


2.MySQL & SQL Cheat Sheet



Big Data Cheat Sheets


1.Hadoop Cheat sheet


2.Apache Spark Cheat sheet


3.Hive Function Cheat Sheet

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