Mastering Julia Second Edition
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Mastering Julia Second Edition
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Author : Malcolm Sherrington
language : en
Publisher:
Release Date : 2024-01-19
Mastering Julia Second Edition written by Malcolm Sherrington and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-19 with Computers categories.
This book covers the application of Julia v1.8.x in the areas of scientific computing and data science.
Mastering Julia
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Author : Malcolm Sherrington
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-01-19
Mastering Julia written by Malcolm Sherrington and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-19 with Computers categories.
A hands-on, code-based guide to leveraging Julia in a variety of scientific and data-driven scenarios Key Features Augment your basic computing skills with an in-depth introduction to Julia Focus on topic-based approaches to scientific problems and visualisation Build on prior knowledge of programming languages such as Python, R, or C/C++ Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionJulia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second. This book is a primer on Julia’s approach to a wide variety of topics such as scientific computing, statistics, machine learning, simulation, graphics, and distributed computing. Starting off with a refresher on installing and running Julia on different platforms, you’ll quickly get to grips with the core concepts and delve into a discussion on how to use Julia with various code editors and interactive development environments (IDEs). As you progress, you’ll see how data works through simple statistics and analytics and discover Julia's speed, its real strength, which makes it particularly useful in highly intensive computing tasks. You’ll also and observe how Julia can cooperate with external processes to enhance graphics and data visualization. Finally, you will explore metaprogramming and learn how it adds great power to the language and establish networking and distributed computing with Julia. By the end of this book, you’ll be confident in using Julia as part of your existing skill set.What you will learn Develop simple scripts in Julia using the REPL, code editors, and web-based IDEs Get to grips with Julia’s type system, multiple dispatch, metaprogramming, and macro development Interact with data files, tables, data frames, SQL, and NoSQL databases Delve into statistical analytics, linear programming, and optimization problems Create graphics and visualizations to enhance modeling and simulation in Julia Understand Julia's main approaches to machine learning, Bayesian analysis, and AI Who this book is for This book is not an introduction to computer programming, but a practical guide for developers who want to enhance their basic knowledge of Julia, or those wishing to augment their skill set by adding Julia to their existing roster of programming languages. Familiarity with a scripting language such as Python or R, or a compiled language such as C/C++, C# or Java, is a prerequisite.
Julia Quick Syntax Reference
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Author : Antonello Lobianco
language : en
Publisher: Springer Nature
Release Date : 2025-01-03
Julia Quick Syntax Reference written by Antonello Lobianco and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Computers categories.
Learn the Julia programming language as quickly as possible. This book is a must-have reference guide that presents the essential Julia syntax in a well-organized format, updated with the latest features of Julia’s APIs, libraries, and packages. This book provides an introduction that reveals basic Julia structures and syntax; discusses data types, control flow, functions, input/output, exceptions, metaprogramming, performance, and more. Additionally, you'll learn to interface Julia with other programming languages such as R for statistics or Python. At a more applied level, you will learn how to use Julia packages for data analysis, numerical optimization, symbolic computation, and machine learning, and how to present your results in dynamic documents. The Second Edition delves deeper into modules, environments, and parallelism in Julia. It covers random numbers, reproducibility in stochastic computations, and adds a section on probabilistic analysis. Finally, it provides forward-thinking introductions to AI and machine learning workflows using BetaML, including regression, classification, clustering, and more, with practical exercises and solutions for self-learners. What You Will Learn Work with Julia types and the different containers for rapid development Use vectorized, classical loop-based code, logical operators, and blocks Explore Julia functions: arguments, return values, polymorphism, parameters, anonymous functions, and broadcasts Build custom structures in Julia Use C/C++, Python or R libraries in Julia and embed Julia in other code. Optimize performance with GPU programming, profiling and more. Manage, prepare, analyse and visualise your data with DataFrames and Plots Implement complete ML workflows with BetaML, from data coding to model evaluation, and more. Who This Book Is For Experienced programmers who are new to Julia, as well as data scientists who want to improve their analysis or try out machine learning algorithms with Julia.
Mastering Julia
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Author : Malcolm Sherrington
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-07-22
Mastering Julia written by Malcolm Sherrington and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-22 with Computers categories.
Julia is a well-constructed programming language with fast execution speed, eliminating the classic problem of performing analysis in one language and translating it for performance into a second. This book will help you develop and enhance your programming skills in Julia to solve real-world automation challenges. This book starts off with a refresher on installing and running Julia on different platforms. Next, you will compare the different ways of working with Julia and explore Julia's key features in-depth by looking at design and build. You will see how data works using simple statistics and analytics, and discover Julia's speed, its real strength, which makes it particularly useful in highly intensive computing tasks and observe how Julia can cooperate with external processes in order to enhance graphics and data visualization. Finally, you will look into meta-programming and learn how it adds great power to the language and establish networking and distributed computing with Julia.
The Farmer S Office Second Edition
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Author : Julia Shanks
language : en
Publisher: New Society Publishers
Release Date : 2024-02-13
The Farmer S Office Second Edition written by Julia Shanks and has been published by New Society Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-13 with Business & Economics categories.
The no-nonsense, practical guide for farm-preneurs to grow a successful farm business – completely revised and updated You launched your farm because you love working the land and producing food. Yet to succeed you also need to think like an entrepreneur. The Farmer's Office, Second Edition is your must-have toolkit for starting and growing a sustainable agricultural business. Written by a consultant and entrepreneur who has supported hundreds of farm-preneurs, this essential resource is fully revised and updated to empower farmers to make sound decisions and manage their farm business for success. Topics include: Detailed descriptions of accounting and business concepts How to write a business plan for a new or growing venture and access financing Setting up and using QuickBooks for day-to-day sales and expense tracking, as well as for more complex tasks such as budgeting, cash flow analysis, and cost accounting Leveraging financial information to refine operations, improve profits, and develop strategies for growth Managing debt and cash flow challenges Planning for business growth and expansion Adapting to external shocks and learning to pivot Understanding mental blocks that can limit an entrepreneur's success. Enhanced with detailed case studies of real farm businesses, The Farmer's Office, Second Edition is your personal business coach, providing guidance for all the business skills needed to succeed as a businessperson in a competitive and rapidly changing world.
Writing Archaeology Second Edition
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Author : Brian M. Fagan
language : en
Publisher: Routledge
Release Date : 2016-06-03
Writing Archaeology Second Edition written by Brian M. Fagan and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-03 with Social Science categories.
New edition of the practical guide to writing for archaeologists, penned by America’s best known archaeological writer. It contains new material on academic writing and working in the digital environment.
Tell It Slant Second Edition
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Author : Brenda Miller
language : en
Publisher: McGraw Hill Professional
Release Date : 2012-03-02
Tell It Slant Second Edition written by Brenda Miller and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-02 with Biography & Autobiography categories.
"Discover the stories within and around you; Find your distinctive voice; Perfect and publish your work"--Cover.
The Man Who Ate Too Much
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Author : John Birdsall
language : en
Publisher: W. W. Norton & Company
Release Date : 2020-10-06
The Man Who Ate Too Much written by John Birdsall and has been published by W. W. Norton & Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-06 with Biography & Autobiography categories.
A Finalist for the 2022 James Beard Foundation Cookbook Award (Writing) The definitive biography of America’s best-known and least-understood food personality, and the modern culinary landscape he shaped. In the first portrait of James Beard in twenty-five years, John Birdsall accomplishes what no prior telling of Beard’s life and work has done: He looks beyond the public image of the "Dean of American Cookery" to give voice to the gourmet’s complex, queer life and, in the process, illuminates the history of American food in the twentieth century. At a time when stuffy French restaurants and soulless Continental cuisine prevailed, Beard invented something strange and new: the notion of an American cuisine. Informed by previously overlooked correspondence, years of archival research, and a close reading of everything Beard wrote, this majestic biography traces the emergence of personality in American food while reckoning with the outwardly gregarious Beard’s own need for love and connection, arguing that Beard turned an unapologetic pursuit of pleasure into a new model for food authors and experts. Born in Portland, Oregon, in 1903, Beard would journey from the pristine Pacific Coast to New York’s Greenwich Village by way of gay undergrounds in London and Paris of the 1920s. The failed actor–turned–Manhattan canapé hawker–turned–author and cooking teacher was the jovial bachelor uncle presiding over America’s kitchens for nearly four decades. In the 1940s he hosted one of the first television cooking shows, and by flouting the rules of publishing would end up crafting some of the most expressive cookbooks of the twentieth century, with recipes and stories that laid the groundwork for how we cook and eat today. In stirring, novelistic detail, The Man Who Ate Too Much brings to life a towering figure, a man who still represents the best in eating and yet has never been fully understood—until now. This is biography of the highest order, a book about the rise of America’s food written by the celebrated writer who fills in Beard’s life with the color and meaning earlier generations were afraid to examine.
Taste Makers
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Author : Mayukh Sen
language : en
Publisher: W. W. Norton & Company
Release Date : 2021-11-16
Taste Makers written by Mayukh Sen and has been published by W. W. Norton & Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Biography & Autobiography categories.
An NPR Best Book of the Year A New York Times Editors’ Choice pick Wall Street Journal’s Who Read What: Favorite Books of 2021 Longlisted for the 2022 Brooklyn Public Library Book Prize Observer Food Monthly’s 50 Things We Love in the World of Food Right Now Named a best book for the holidays by Wall Street Journal, Vogue, Oprah’s O Quarterly, Globe & Mail, and the Food Network Named a best food book of 2021 by the Los Angeles Times, KCRW, WBUR’s Here & Now One of The Millions’ Most Anticipated Books of 2021 America’s modern culinary history told through the lives of seven pathbreaking chefs and food writers. Who’s really behind America’s appetite for foods from around the globe? This group biography from an electric new voice in food writing honors seven extraordinary women, all immigrants, who left an indelible mark on the way Americans eat today. Taste Makers stretches from World War II to the present, with absorbing and deeply researched portraits of figures including Mexican-born Elena Zelayeta, a blind chef; Marcella Hazan, the deity of Italian cuisine; and Norma Shirley, a champion of Jamaican dishes. In imaginative, lively prose, Mayukh Sen—a queer, brown child of immigrants—reconstructs the lives of these women in vivid and empathetic detail, daring to ask why some were famous in their own time, but not in ours, and why others shine brightly even today. Weaving together histories of food, immigration, and gender, Taste Makers will challenge the way readers look at what’s on their plate—and the women whose labor, overlooked for so long, makes those meals possible.
Forthcoming Books
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Author : Rose Arny
language : en
Publisher:
Release Date : 2002-02
Forthcoming Books written by Rose Arny and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-02 with American literature categories.