الاستماع والقراءة

خطوة إلى عالم لا حدود له من القصص

  • اقرأ واستمع إلى ما تريده
  • أكثر من مليون عنوان
  • العناوين الحصرية + أصول القصة
  • 7 يوم تجربة مجانية، ثم 9.99$ يورو في الشهر
  • من السهل الإلغاء في أي وقت
جرب مجانا
Details page - Device banner - 894x1036
Cover for Julia: High Performance Programming

Julia: High Performance Programming

اللغة
اللغة الإنجليزية
الصيغة
تصنيف

كتب واقعية

Leverage the power of Julia to design and develop high performing programs

About This Book

• Get to know the best techniques to create blazingly fast programs with Julia

• Stand out from the crowd by developing code that runs faster than your peers' code

• Complete an extensive data science project through the entire cycle from ETL to analytics and data visualization

Who This Book Is For

This learning path is for data scientists and for all those who work in technical and scientific computation projects. It will be great for Julia developers who are interested in high-performance technical computing.

This learning path assumes that you already have some basic working knowledge of Julia's syntax and high-level dynamic languages such as MATLAB, R, Python, or Ruby.

What You Will Learn • Set up your Julia environment to achieve the highest productivity

• Solve your tasks in a high-level dynamic language and use types for your data only when needed

• Apply Julia to tackle problems concurrently and in a distributed environment

• Get a sense of the possibilities and limitations of Julia's performance

• Use Julia arrays to write high performance code

• Build a data science project through the entire cycle of ETL, analytics, and data visualization

• Display graphics and visualizations to carry out modeling and simulation in Julia

• Develop your own packages and contribute to the Julia Community

In Detail

In this learning path, you will learn to use an interesting and dynamic programming language—Julia! You will get a chance to tackle your numerical and data problems with Julia. You'll begin the journey by setting up a running Julia platform before exploring its various built-in types. We'll then move on to the various functions and constructs in Julia. We'll walk through the two important collection types—arrays and matrices in Julia.

You will dive into how Julia uses type information to achieve its performance goals, and how to use multiple dispatch to help the compiler emit high performance machine code. You will see how Julia's design makes code fast, and you'll see its distributed computing capabilities.

By the end of this learning path, you will see how data works using simple statistics and analytics, and you'll discover its high and dynamic performance—its real strength, which makes it particularly useful in highly intensive computing tasks.

This learning path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:

• Getting Started with Julia by Ivo Balvaert

• Julia High Performance by Avik Sengupta

• Mastering Julia by Malcolm Sherrington

Style and approach

This hands-on manual will give you great explanations of the important concepts related to Julia programming.

© 2016 Packt Publishing (كتاب إلكتروني): 9781787126107

تاريخ النشر

كتاب إلكتروني: 28 نوفمبر 2016

الوسوم

واستمتع آخرون أيضًا...

  1. A Country Doctor
    A Country Doctor Sarah Orne Jewett
    2.8
  2. PMP Pro: Transform Your Exam Success with Game-Changing Secrets: "Elevate your PMP exam results! Dive into transformative audio lessons for peak performance on test day."
    PMP Pro: Transform Your Exam Success with Game-Changing Secrets: "Elevate your PMP exam results! Dive into transformative audio lessons for peak performance on test day." Arden Blakewood
  3. Summary - I’m Still Here: Based On The Book By Austin Channing Brown
    Summary - I’m Still Here: Based On The Book By Austin Channing Brown Library Of Stories
    1
  4. Desconexión Digital: Meditaciones Guiadas para Calma y Claridad
    Desconexión Digital: Meditaciones Guiadas para Calma y Claridad Refeser
  5. Summary - Emotional Intelligence 2.0.: Based On The Book By Travis Bradberry And Jean Greaves
    Summary - Emotional Intelligence 2.0.: Based On The Book By Travis Bradberry And Jean Greaves Fastbooks Publishing
    4
  6. Nature’s Symphony of Serene Forest Cricket Sounds Mixed With Piano Rhythms For Deep Calm & Relaxation: Experience Soothing Nights for Restful Sleep & Mindfulness Using Enhanced BGM 8D Audio
    Nature’s Symphony of Serene Forest Cricket Sounds Mixed With Piano Rhythms For Deep Calm & Relaxation: Experience Soothing Nights for Restful Sleep & Mindfulness Using Enhanced BGM 8D Audio Cedar Skye
  7. Summary - Freakonomics: Based On The Book By Steven Levitt And Stephen Dubner
    Summary - Freakonomics: Based On The Book By Steven Levitt And Stephen Dubner Fastbooks Publishing
    4
  8. Django Unchained - The Ultimate Trivia Collection: From The Movie Directed By Quentin Tarantino
    Django Unchained - The Ultimate Trivia Collection: From The Movie Directed By Quentin Tarantino Film Trivia Metaverse
  9. 100 Quotes About Inner Peace That Will Transform Your Life: Finding Serenity Amidst Life's Turmoil
    100 Quotes About Inner Peace That Will Transform Your Life: Finding Serenity Amidst Life's Turmoil The Quotes Library
    5
  10. GED Secrets: Elevate Your Success and Conquer the Exam Today: "Boost your GED prep! Unlock engaging audio lessons for ultimate exam success today!"
    GED Secrets: Elevate Your Success and Conquer the Exam Today: "Boost your GED prep! Unlock engaging audio lessons for ultimate exam success today!" Ronan Cade
  11. Extended Summary - Maybe You Should Talk To Someone: Based On The Book By Lori Gottlieb
    Extended Summary - Maybe You Should Talk To Someone: Based On The Book By Lori Gottlieb Quick Reading Library
  12. Extended Summary - Braving The Wilderness: Based On The Book By Brene Brown
    Extended Summary - Braving The Wilderness: Based On The Book By Brene Brown Quick Reading Library
    2
  13. Summary - Eat To Live: Based On The Book By Dr. Joel Fuhrman
    Summary - Eat To Live: Based On The Book By Dr. Joel Fuhrman Fastbooks Publishing
  14. Summary - 1620 - A Critical Response To The 1619 Project: Based On The Book By Peter W. Wood
    Summary - 1620 - A Critical Response To The 1619 Project: Based On The Book By Peter W. Wood Library Of Stories
  15. Summary - Everything Is F*Cked: Based On The Book By Mark Manson
    Summary - Everything Is F*Cked: Based On The Book By Mark Manson Fastbooks Publishing

دائمًا برفقة Storytel

  • أكثر من 200000 عنوان

  • وضع الأطفال (بيئة آمنة للأطفال)

  • تنزيل الكتب للوصول إليها دون الاتصال بالإنترنت

  • الإلغاء في أي وقت

الكتب الأكثر استماعًا

شهري

قصص لكل المناسبات.

9.99 $ / شهر
7 يومًا مجانًا
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن

سنويا

قصص لكل المناسبات.

83.88 $ /سنة
7 يومًا مجانًا
وفر 30%
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن

6 أشهر

قصص لكل المناسبات.

53.64 $ /6 أشهر
7 يومًا مجانًا
وفر 11%
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن