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Sambit Kumar Dash - Hands-On Julia Programming: An Authoritative Guide to the Production-Ready Systems in Julia

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Sambit Kumar Dash Hands-On Julia Programming: An Authoritative Guide to the Production-Ready Systems in Julia
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Table of Contents
Guide

Hands-On Julia Programming - photo 1

Hands-On
Julia
Programming

An Authoritative Guide to the Production-Ready Systems in Julia - photo 2

An Authoritative Guide to the
Production-Ready Systems in Julia

Hands-On Julia Programming An Authoritative Guide to the Production-Ready Systems in Julia - image 3

Sambit Kumar Dash
Hands-On Julia Programming An Authoritative Guide to the Production-Ready Systems in Julia - image 4

www.bpbonline.com

FIRST EDITION 2022

Copyright BPB Publications, India

ISBN: 978-93-91030-889

All Rights Reserved. No part of this publication may be reproduced, distributed or transmitted in any form or by any means or stored in a database or retrieval system, without the prior written permission of the publisher with the exception to the program listings which may be entered, stored and executed in a computer system, but they can not be reproduced by the means of publication, photocopy, recording, or by any electronic and mechanical means.

LIMITS OF LIABILITY AND DISCLAIMER OF WARRANTY

The information contained in this book is true to correct and the best of authors and publishers knowledge. The author has made every effort to ensure the accuracy of these publications, but publisher cannot be held responsible for any loss or damage arising from any information in this book.

All trademarks referred to in the book are acknowledged as properties of their respective owners but BPB Publications cannot guarantee the accuracy of this information.

wwwbpbonlinecom Foreword I met Sambit in the early days of Julia In - photo 5

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Foreword

I met Sambit in the early days of Julia. In fact, our first email exchange focused around all the improvements Julia needed in order to become a useful language for data scientists and programmers. In the last few years, Julia has continued to grow and in 2018, the community released Julia 1.0. Over those years, Sambit has made several contributions to several Julia packages for which the Julia community is always grateful. However, code is not sufficient to build a community. It is equally important to have high quality documentation and books that help programmers learn a new language. Hands on Julia Programming is a valuable contribution to a young, modern and exponentially growing language.

The Why question is always the most interesting one for anything new. Why did the creators create a new language? Why does it matter? Often, once you understand the motivation that drives an innovation, the rest is easy to follow. Hands on Julia Programming does a great job with setting the stage and getting the reader to really understand the reason and motivation behind Julia. The footnotes that point to JuliaCon presentations and interviews are equally interesting.

From there, Sambit takes the reader through a journey, with hands on the keyboard and covering a lot of ground starting with installing Julia, running the customary Hello, World, notebooks, language fundamentals and standard library. The second module covers IDEs, development practices and deployment, whereas the third module covers Julia packages for various data science tasks such as data manipulation, text analysis and deep learning.

Given that Julia solves the two-language problem by combining performance and productivity in one language and that mathematics and machine learning are integral to just about everything, Hands on Julia Programming provides a quick on ramp for programmers to learn Julia and also participate in the open-source community.

Viral Shah
CEO
Julia Computing Inc.

Dedicated to

My Parents

About the Author

Sambit Kumar Dashis an accomplished business manager with a strong technology focus in bringing technology product ideas to reality, with over 20 years of experience in product and business management, architecture, and research and development.

He has accomplished technology and product knowledge in document technologies, computer security, artificial intelligence, and natural language processing. He has conceived and developed a PDF reader library in the Julia language. This library can be seen at GitHub ( https://github.com/sambitdash/PDFIO.jl).

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