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
Julia for Data Science

You're reading from   Julia for Data Science high-performance computing simplified

Arrow left icon
Product type Paperback
Published in Sep 2016
Publisher Packt
ISBN-13 9781785289699
Length 346 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Anshul Joshi Anshul Joshi
Author Profile Icon Anshul Joshi
Anshul Joshi
Arrow right icon
View More author details
Toc

Table of Contents (12) Chapters Close

Preface 1. The Groundwork – Julia's Environment FREE CHAPTER 2. Data Munging 3. Data Exploration 4. Deep Dive into Inferential Statistics 5. Making Sense of Data Using Visualization 6. Supervised Machine Learning 7. Unsupervised Machine Learning 8. Creating Ensemble Models 9. Time Series 10. Collaborative Filtering and Recommendation System 11. Introduction to Deep Learning

Summary


In this chapter, we learned about unsupervised learning and how it is different from Supervised learning. We discussed various use cases where Unsupervised learning is used.

We went through the different Unsupervised learning algorithms and discussed their algorithms, and strengths and weaknesses over each other.

We discussed various clustering techniques and how clusters are formed. We learned how different the clustering algorithms are from each other and how they are suited to particular use cases.

We learned about K-means, Hierarchical clustering, and DBSCAN.

In the next chapter, we will learn about Ensemble learning.

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