Data Science is a constantly expanding field, and there are many tools and strategies to keep in mind. Nobody can possibly recall all the actions, procedures, and mathematical calculations associated with each subject. We have cheat sheets for this reason. However, there are so many different cheat sheets out there that picking the best one is difficult. So I made the decision to create this post.
The data science cheat sheets that we have created and distributed to the community so far are listed below:
Basics
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
Data Visualization
IDE
Enjoy and feel free to share!
#machine-learning #python #data-science