Medium·4yHow did I convert the 33 GB Dataset into a 3 GB file Using Pandas?
A dataset may contain thousands to millions of rows. We can load the smaller dataset quickly, but when the dataset gets bigger, our system may not be able to run the large memory files. So I thought to share how I converted the 33GB data file into a 3 GB file using Pandas.
KDnuggets·4yGetting Started with Pandas Cheatsheet
The latest KDnuggets cheatsheet aims to get you up to speed with introductory Pandas operations. Pandas is a flexible and easy-to-use tool for performing data analysis and data manipulation. It is widely used among data scientists for preparing data, cleaning data, and running data science experiments.
HEARTBEAT·4yMastering Pandas
Pandas is an open source and free Python library used for data analysis and manipulation. It uses fast, flexible, and expressive data structures that are easy to use and intuitive when working with relational or labelled databases. Pandas can handle a lot of data, which helps to create an effective recommendation system.