Julia is a high-level dynamic programming language designed for high-performance numerical analysis. Julia was first released in 2012 by Jeff Bezanson, Alan Edelman, Stefan Karpinski and Viral B. Shah. Some of Julia’s distinctive features include a sophisticated compiler, distributed parallel execution, numerical accuracy, extensive mathematical function library, etc. Here’s a list of the best Julia programming language tutorials, best Julia programming language books and Julia programming language courses to help you learn Julia programming language in 2019.
Best Julia courses & tutorials 2019
Learn and Master Julia Programing Language by Kishore Sethumadhavan will help you learn and master Julia programming language. This Julia tutorial is aimed at beginners. You will start with installing Julia. Then you will move onto learning Julia fundamentals. This Julia training follows a comprehensive approach to learning Julia programming, and includes Julia examples. You will write intermediate level Julia code using REPL. This Julia online tutorial will teach you to learn how to perform advanced Julia features like file IO operations, Julia error handling and Julia plotting. This is one of the best Julia programming language courses for beginners in 2019.
Hello Julia: Learn the New Julia Programming Language by Stone River eLearning take you from complete beginner to intermediate in Julia. This Julia video tutorial will teach you to write intermediate Julia code. You will start at the very beginning and be guided through the installation process of Julia. Then, the basic Julia functions and Julia features will be presented to you. Julia topics such as variables, strings, logical operators, arrays, types, dictionaries, loops, list comprehensions, scope and modules are all covered. This Julia video course will then move onto more advanced Julia features like file IO reading, meta programming, error handling, etc. This is the one of the best Julia programming language tutorial for beginners in 2019.
Best Julia books 2019
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Getting started with Julia Programming Language by Ivo Balbaert will give you a head start to tackle your numerical and data problems with Julia. You will learn to work with Julia in a multi-core, distributed, and networked environment. This Julia programming language book will help you learn the techniques to create blazingly fast programs with Julia. The book walks you through various practical examples to get to grips with Julia. This is one of the best Julia programming language books for beginners in 2019.
Mastering Julia by Malcolm Sherrington will help you develop and enhance your programming skills in Julia to solve real-world automation challenges. This Julia book starts off with an installing and running Julia on different platforms. You will learn the different ways of working with Julia and explore Julia’s key features in-depth. This Julia book will show you how data works using simple statistics and analytics. You will learn about Julia’s speed, which makes it useful in highly intensive computing tasks. This is among the best Julia programming language books in 2019.
Julia High performance Paperback by Avik Sengupta will help you learn to code high reliability and high-performance programs. You will learn to analyze and measure the performance of Julia code. This Julia book will help you understand how to avoid bottlenecks and design your program for the highest possible performance. You will create fast machine code using Julia’s type information. This Julia book will give you an overview of Julia’s distributed computing capabilities.
Julia for Data Science by Zacharias Voulgaris will help you learn how to master the Julia language to solve business-critical data science challenges. This Julia book covers the importance of Julia to the data science community. You will start with the basics of Julia, including how to install Julia and its powerful libraries. This Julia book is packed with examples to illustrate how to use each Julia command, dataset, and function. This is one of the best Julia programming language books for Data Science in 2019.
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