Faster Pandas, Even on Your Laptop

Faster Pandas, Even on Your Laptop

Faster pandas, even on your laptop. I came across this amazing library(modin pandas) that speeds up the existing pandas’ code almost 4x by changing just one line of code.

Scale your pandas workflows by changing one line of code

A couple of weeks back, I came across this amazing library_(modin pandas)_ that speeds up the existing pandas’ code almost 4x by changing just one line of code. Seeing such big claims gave me a reason to test it out and see the results myself.

I will be testing the CSV load feature for both modin.pandas and pandas on 2 different sized datasets and compare the performance for both the methods using python’s time module. And also just to make sure the numbers are stable, I will be considering the average load time over 3 runs.

Loading CSV Test

data-analysis data-science machine-learning pandas python faster pandas

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

3 Python Pandas Tricks for Efficient Data Analysis

3 Python Pandas Tricks for Efficient Data Analysis. Pandas is one of the predominant data analysis tools which is highly appreciated among data scientists. It provides numerous flexible and versatile functions to perform efficient data analysis. In…

Applied Data Analysis in Python - Machine Learning and Data science

Applied Data Analysis in Python - Machine Learning and Data science. Machine learning in Python. This course at the University of Bristol covers scikit-learn, fitting, correlation and clustering.

Data Science With Python Training | Python Data Science Course | Intellipaat

🔵 Intellipaat Data Science with Python course: https://intellipaat.com/python-for-data-science-training/In this Data Science With Python Training video, you...

Applied Data Analysis in Python Machine Learning and Data Science | Scikit-Learn

Applied Data Analysis in Python Machine learning and Data science, we will investigate the use of scikit-learn for machine learning to discover things about whatever data may come across your desk.

Data Science with Python Course for Beginners | Python Machine Learning | Data Analysis with Python

Data science with Python course will teach you almost every thing you need to know in order to Analyze data and to build machine learning model. First part of this course will teach you about Python programming and then it will deep dive into Pandas, matplotlib, scikit-learn to teach you about data analysis and Machine Learning. This Data science with python course has been designed for absolute beginners. Hence no pre-requisite is required.