Top 15 Cheat Sheets for Machine Learning, Data Science & Big Data

Master machine learning, data science, and big data with this collection of the top 15 cheat sheets. Cover essential topics such as algorithms, statistics, and programming, and get the quick reference you need to succeed in your field.

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.

These are the data science cheat sheets that we have already made and shared with the community up until now:

Basics

• Python Basics Cheat Sheet
• Scipy Linear Algebra Cheat Sheet

Data Manipulation

• NumPy Basics Cheat Sheet
• Pandas Basics Cheat Sheet
• Pandas Data Wrangling Cheat Sheet
• data.table Cheat Sheet
• Tidyverse Cheat Sheet

Machine Learning, Deep Learning, Big Data

• Scikit-Learn Cheat Sheet
• Keras Cheat Sheet
• PySpark RDD Cheat Sheet
• PySpark SparkSQL Cheat Sheet

Data Visualization

• Matplotlib Cheat Sheet
• Seaborn Cheat Sheet
• Bokeh Cheat Sheet

IDE

• Jupyter Notebook Cheat Sheet

Enjoy and feel free to share!

#machine-learning #python #data-science