Skip to Content
Introduction to PySpark
on-demand course

Introduction to PySpark

with Alex Robbins
December 2015
Beginner
3h 20m
English
Infinite Skills
Closed Captioning available in German, English, Spanish, French, Italian, Japanese

Overview

In this Introduction to PySpark training course, expert author Alex Robbins will teach you everything you need to know about the Spark Python API. This course is designed for users that already have a basic working knowledge of Python.

You will start by learning how to install Spark, then jump into learning the Spark fundamentals. From there, Alex will teach you about transformations, including filter, pipe, repartition, and distinct. This video tutorial also covers actions, input and output, performance, and running on a cluster. Finally, you will learn advanced topics, including Spark streaming, dataframes and SQL, and MLlib.

Once you have completed this computer based training course, you will have learned everything you need to know about PySpark. Working files are included, allowing you to follow along with the author throughout the lessons.

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Watch now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Learning PySpark

Learning PySpark

Tomasz Drabas, Denny Lee
Introduction to Python

Introduction to Python

Jessica McKellar

Publisher Resources

ISBN: 9781771375535