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Designing Machine Learning Systems with Python

You're reading from  Designing Machine Learning Systems with Python

Product type Book
Published in Apr 2016
Publisher
ISBN-13 9781785882951
Pages 232 pages
Edition 1st Edition
Languages
Concepts
Author (1):
David Julian David Julian
Profile icon David Julian
LinkedIn
David Julian is a freelance technology consultant and educator. He has worked as a consultant for government, private, and community organizations on a variety of projects, including using machine learning to detect insect outbreaks in controlled agricultural environments (Urban Ecological Systems Ltd., Bluesmart Farms), designing and implementing event management data systems (Sustainable Industry Expo, Lismore City Council), and designing multimedia interactive installations (Adelaide University). He has also written Designing Machine Learning Systems With Python for Packt Publishing and was a technical reviewer for Python Machine Learning and Hands-On Data Structures and Algorithms with Python - Second Edition, published by Packt.
See other products by David Julian

Table of Contents (16) Chapters

Designing Machine Learning Systems with Python
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
Thinking in Machine Learning Tools and Techniques Turning Data into Information Models – Learning from Information Linear Models Neural Networks Features – How Algorithms See the World Learning with Ensembles Design Strategies and Case Studies Index

Summary

You have learned that there are a large number of data source, formats, and structures. You have hopefully gained some understanding of how to begin working with some of them. It is important to point out that in any machine learning project, working with the data at this fundamental level can comprise a significant proportion of the overall project development time.

In the next chapter, we will look at how we can put our data to work by exploring the most common machine learning models.

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Authors (1)

Profile icon David Julian
LinkedIn
David Julian is a freelance technology consultant and educator. He has worked as a consultant for government, private, and community organizations on a variety of projects, including using machine learning to detect insect outbreaks in controlled agricultural environments (Urban Ecological Systems Ltd., Bluesmart Farms), designing and implementing event management data systems (Sustainable Industry Expo, Lismore City Council), and designing multimedia interactive installations (Adelaide University). He has also written Designing Machine Learning Systems With Python for Packt Publishing and was a technical reviewer for Python Machine Learning and Hands-On Data Structures and Algorithms with Python - Second Edition, published by Packt.
Read more
See other products by David Julian

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