【干货】面向机器学习、数据科学、概率、SQL及大数据的28个最热门的速查表

Introduction

Data Science is an ever-growing field, there are numerous tools & techniques to remember. It is not possible for anyone to remember all the functions, operations and formulas of each concept. That’s why we have cheat sheets. But there are a plethora of cheat sheets available out there, choosing the right cheat sheet is a tough task. So, I decided to write this article.

Here I have selected the cheat sheets on the following criteria: comprehensiveness, clarity, and content.

After applying these filters, I have collated some 28 cheat sheets on machine learning, data science, probability, SQL and Big Data. For your convenience, I have segregated the cheat sheets separately for each of the above topics. There are cheat sheets on tools & techniques, various libraries & languages.

Read on to know which cheat sheet to use for a particular topic.

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