Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Machine Learning with Apache Spark Quick Start Guide

You're reading from   Machine Learning with Apache Spark Quick Start Guide Uncover patterns, derive actionable insights, and learn from big data using MLlib

Arrow left icon
Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781789346565
Length 240 pages
Edition 1st Edition
Languages
Concepts
Arrow right icon
Author (1):
Arrow left icon
Jillur Quddus Jillur Quddus
Author Profile Icon Jillur Quddus
Jillur Quddus
Arrow right icon
View More author details
Toc

Summary

In this chapter, we developed Apache Kafka producer and consumer applications and utilized Spark's Structured Streaming engine to process streaming data consumed from a Kafka topic. In our real-world case study, we designed, developed, and deployed an end-to-end stream processing pipeline that was capable of consuming real tweets being authored across the world and then classified their underlying sentiment using machine learning, all of which was done in real time.

In this book, we went on both a theoretical and a hands-on journey through some of the most important and exciting technologies and frameworks that underpin the data-intelligence-driven revolution being seen across industry today. We started out by describing a new breed of distributed and scalable technologies that allow us to store, process, and analyze huge volumes of structured, semi-structured, and...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image