数据科学备忘单 （Data Science Cheatsheets）

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数据科学备忘单 （Data Science Cheatsheets） [复制链接]

一份包含了多种编程语言的备忘录

 

 

 

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目录

• Business Science
  • Business Science Problem Framework
  • Data Science with Python Workflow
  • Data Science with R Workflow
• Python
  • Python Basics
  • Pandas Basics
  • Pandas
  • Importing Data
  • Jupyter
  • Numpy Basics
  • Beginners Python Cheat Sheet
  • Intermediate Python
  • Python REGEX
  • Python 3 Memento
• R
  • Tidiverse
  • data.table
  • xts
  • Base R
  • Data Import with readr
  • Data Transformation with Dplyr
  • Apply Functions with purrr
  • Data transformation with data.table
  • Dates and Times with lubridate
  • Randomizr
  • Regular Expressions
  • Work with Strings with stringr
  • Tidy Evaluation with rlang
  • Xplain
  • Sintax Comparison
  • Data and Variable Transformation with sjmisc
  • R Markdown (PDF)
  • Package Development with devtools
• Math and Calculus
  • Refresher Algebra and Calculus
  • Refresher Probabilities and Statistics
  • Fundamentals of Probabilities
• Big Data
  • Pyspark RDD
  • Pyspark DF
  • Dask
  • Sparklyr
• Machine Learning
  • Scitk-Learn (PDF)
  • Machine Learning Modelling in R
  • Caret
  • Estimatr
  • H2O
  • mlr
  • Regression
  • VIP Supervised Learning
  • Segmentation and Clustering
  • VIP Unsupervised Learning
  • VIP Machine Learning Tips and Tricks
  • Choosing the right model
• Deep Learning -Neural Nets
  • Keras RStudio - Keras
  • Deep Learning Basics
  • Convolutional Neural Networkds
  • Recurrent Neural Networks
  • Tips and Tricks
• SQL
  • SQL cheatsheet by sqltutorial (PDF)
  • SQL cheatsheet by Rebel Labs
• Data Visualization
  • Matplotlib
  • Seaborn
  • Bokeh
  • Comprehensive Guide to Data Visualization in Python
  • Ggplot2
  • Leaflet
  • Cartography
  • Comprehensive Guide to Data Visualization in R
  • Simple Features sf
  • survminer
• Data Science in General and Others
  • Shiny
  • Vim
  • Emacs
  • Git - Atlassian's Cheatsheet
  • DVC
  • BASH
• Data Science Cheatsheet Takeaway

long1

收藏一下 有时间看看

lugl4313820

太强大了，学习起来非常方便，感谢大佬分享！

秦天qintian0303

数据科学备忘单 （Data Science Cheatsheets）具体实际应用是什么？

dcexpert

秦天qintian0303 发表于 2023-2-17 10:52 数据科学备忘单 （Data Science Cheatsheets）具体实际应用是什么？

各种数据科学相关的编程语言、工具的使用备忘录，或者叫快速查看手册