High Performance Data Processing in Python

High Performance Data Processing in Python

numpy and numba are popular Python libraries for processing large quantities of data. This talk explains how numpy/numba work under the hood and how they use vectorisation to process large amounts of data extremely quickly.

numpy and numba are popular Python libraries for processing large quantities of data. This talk explains how numpy/numba work under the hood and how they use vectorisation to process large amounts of data extremely quickly.

Social Network for Developers ☞ https://morioh.com

Developers Chat Channel ☞ https://discord.gg/KAe3AnN

Learn to code for free and get a developer job ☞ https://codequs.com/

numpy and numba are popular Python libraries for processing large quantities of data. This talk explains how numpy/numba work under the hood and how they use vectorisation to process large amounts of data extremely quickly. We use these tools to reduce the processing time of a large, real 600GB dataset from one month to 40 minutes, even when the code is run on a single Macbook

Recommended Courses:

Python for Data Analysis and Visualization - 32 HD Hours !

☞ http://academy.learnstartup.net/p/Hki21QrTOx?utm_source=1

Fundamentals of Data Analysis for Big Data

☞ http://academy.learnstartup.net/p/rJMdBpE9-?utm_source=1

Statistics for Data Analysis Using R

☞ http://academy.learnstartup.net/p/SkthMUjsb?utm_source=1

Big Data Internship Program - Data Ingestion-Sqoop and Flume

☞ http://academy.learnstartup.net/p/rk7vcoDml?utm_source=1

Angular 9 Tutorial: Learn to Build a CRUD Angular App Quickly

What's new in Bootstrap 5 and when Bootstrap 5 release date?

Brave, Chrome, Firefox, Opera or Edge: Which is Better and Faster?

How to Build Progressive Web Apps (PWA) using Angular 9

What is new features in Javascript ES2020 ECMAScript 2020

Top Python Development Companies | Hire Python Developers

After analyzing clients and market requirements, TopDevelopers has come up with the list of the best Python service providers. These top-rated Python developers are widely appreciated for their professionalism in handling diverse projects. When...

Python GUI Programming Projects using Tkinter and Python 3

Python GUI Programming Projects using Tkinter and Python 3

Guide to Python Programming Language

Guide to Python Programming Language