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 2. Data Munging FREE CHAPTER 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

Differences between machine learning and deep learning

Machine learning and deep learning intend to accomplish the same objective, but, they are distinctive and amount to various thoughts. Machine learning is the most major of the two and scientists and mathematicians have been doing research on it for a few decades now. Deep learning is a comparatively new idea. Deep learning is based on learning via neural networks (multiple layers) to achieve the goal. Understanding the difference between the two is important to know where we should apply deep learning and which problems can be solved using machine learning.

It was understood that a more intense approach to construct pattern recognition algorithms is achieved by utilizing the information that can be effortlessly mined relying only upon the area and the deciding objective.

For instance, in image recognition we accumulate various pictures and expand the algorithm on that. Utilizing the information as a part of these pictures, our model can...

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