Skip to Content
Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning
book

Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning

by Tshepo Chris Nokeri
March 2021
Beginner to intermediate
261 pages
4h 7m
English
Apress
Content preview from Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning
© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2021
T. C. NokeriData Science Revealedhttps://doi.org/10.1007/978-1-4842-6870-4_10

10. Cluster Analysis

Tshepo Chris Nokeri1  
(1)
Pretoria, South Africa
 

This chapter briefly covers the cluster analysis concept in a structured format. In previous chapters, we sufficiently covered supervised learning. In supervised learning, we present a model with a set of correct answers, and then we permit it to predict unseen data. Now, let’s turn our attention a little. Imagine we have data with a set of variables and there is no independent variable of concern. In such a situation, we do not develop any plausible assumptions about a phenomenon.

This chapter introduces unsupervised ...

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.

Read 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

Reproducible Data Science with Pachyderm

Reproducible Data Science with Pachyderm

Svetlana Karslioglu
Python: End-to-end Data Analysis

Python: End-to-end Data Analysis

Phuong Vothihong, Martin Czygan, Ivan Idris, Magnus Vilhelm Persson, Luiz Felipe Martins
Advanced Natural Language Processing with TensorFlow 2
Mastering Data Mining with Python - Find patterns hidden in your data

Publisher Resources

ISBN: 9781484268704Purchase LinkPublisher Website