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Julia 1.0 Programming Complete Reference Guide

You're reading from   Julia 1.0 Programming Complete Reference Guide Discover Julia, a high-performance language for technical computing

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Product type Course
Published in May 2019
Publisher
ISBN-13 9781838822248
Length 466 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Ivo Balbaert Ivo Balbaert
Author Profile Icon Ivo Balbaert
Ivo Balbaert
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Table of Contents (18) Chapters Close

Preface 1. Installing the Julia Platform FREE CHAPTER 2. Variables, Types, and Operations 3. Functions 4. Control Flow 5. Collection Types 6. More on Types, Methods, and Modules 7. Metaprogramming in Julia 8. I/O, Networking, and Parallel Computing 9. Running External Programs 10. The Standard Library and Packages 11. Creating Our First Julia App 12. Setting Up the Wiki Game 13. Building the Wiki Game Web Crawler 14. Adding a Web UI for the Wiki Game 15. Implementing Recommender Systems with Julia 16. Machine Learning for Recommender Systems 17. Other Books You May Enjoy

Summary

Recommender systems represent a very active and dynamic field of study. They started initially as a marginal application of machine learning algorithms and techniques, but due to their practical business value, they have become mainstream in recent years. These days, almost all major programming languages provide powerful recommendations systems libraries—and all major online businesses employ recommenders in one form or another.

Julia is a great language for building recommenders due to its excellent performance. Despite the fact that the language is still young, we already have a couple of interesting packages to choose from.

Now, you have a solid understanding of the model-based recommendation systems and of their implementation workflow—both on a theoretical and practical level. Plus, throughout our journey, we've also been exposed to more advanced...

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