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Julia Programming Projects

You're reading from   Julia Programming Projects Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781788292740
Length 500 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Adrian Salceanu Adrian Salceanu
Author Profile Icon Adrian Salceanu
Adrian Salceanu
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Julia Programming FREE CHAPTER 2. Creating Our First Julia App 3. Setting Up the Wiki Game 4. Building the Wiki Game Web Crawler 5. Adding a Web UI for the Wiki Game 6. Implementing Recommender Systems with Julia 7. Machine Learning for Recommender Systems 8. Leveraging Unsupervised Learning Techniques 9. Working with Dates, Times, and Time Series 10. Time Series Forecasting 11. Creating Julia Packages 12. Other Books You May Enjoy

Summary

It is exciting to see our package finally ready!

While developing it, we've also learned about Julia's powerful toolbox, and about some of the most important best practices of software development in general—TDD, unit testing, benchmarking, and documenting our code base and publishing the resulting documentation.

This also concludes our journey into learning the Julia language. We've come a long way since opening the REPL for the first time—and you have achieved some impressive feats! Data analysis, plotting, web scraping, recommenders, supervised and unsupervised machine learning, and time series analysis and forecasting! You are now able to do all these things using Julia. Wow! That's quite an amazing track record indeed! And, if doing all this seemed easy, it's all due to Julia's incredible features. The productive REPL...

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