{"product_id":"julia-1-0-programming-cookbook-over-100-numerical-and-distributed-computing-recipes-for-your-daily-data-science-work-64258-ow-9781788998369","title":"Julia 1.0 Programming Cookbook: Over 100 numerical and distributed computing recipes for your daily data science work\u0026#64258;ow","description":"\u003cp\u003e • Author(s): Przemyslaw Szufel | Bogumil Kamiński\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Languages - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDiscover the new features and widely used packages in Julia to solve complex computational problems in your statistical applications. \u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eAddress the core problems of programming in Julia with the most popular packages for common tasks \u003c\/li\u003e \u003cli\u003eTackle issues while working with Databases and Parallel data processing with Julia \u003c\/li\u003e \u003cli\u003eExplore advanced features such as metaprogramming, functional programming, and user defined types \u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eJulia, with its dynamic nature and high-performance, provides comparatively minimal time for the development of computational models with easy-to-maintain computational code. This book will be your solution-based guide as it will take you through different programming aspects with Julia. \u003c\/p\u003e \u003cp\u003eStarting with the new features of Julia 1.0, each recipe addresses a specific problem, providing a solution and explaining how it works. You will work with the powerful Julia tools and data structures along with the most popular Julia packages. You will learn to create vectors, handle variables, and work with functions. You will be introduced to various recipes for numerical computing, distributed computing, and achieving high performance. You will see how to optimize data science programs with parallel computing and memory allocation. We will look into more advanced concepts such as metaprogramming and functional programming. Finally, you will learn how to tackle issues while working with databases and data processing, and will learn about on data science problems, data modeling, data analysis, data manipulation, parallel processing, and cloud computing with Julia. \u003c\/p\u003e \u003cp\u003eBy the end of the book, you will have acquired the skills to work more effectively with your data \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eBoost your code's performance using Julia's unique features \u003c\/li\u003e \u003cli\u003eOrganize data in to fundamental types of collections: arrays and dictionaries \u003c\/li\u003e \u003cli\u003eOrganize data science processes within Julia and solve related problems \u003c\/li\u003e \u003cli\u003eScale Julia computations with cloud computing \u003c\/li\u003e \u003cli\u003eWrite data to IO streams with Julia and handle web transfer \u003c\/li\u003e \u003cli\u003eDefine your own immutable and mutable types \u003c\/li\u003e \u003cli\u003eSpeed up the development process using metaprogramming \u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis book is for developers who would like to enhance their Julia programming skills and would like to get some quick solutions to their common programming problems. Basic Julia programming knowledge is assumed.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46480307650711,"sku":"9781788998369","price":4814.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781788998369.jpg?v=1766308482","url":"https:\/\/atlanticbooks.com\/products\/julia-1-0-programming-cookbook-over-100-numerical-and-distributed-computing-recipes-for-your-daily-data-science-work-64258-ow-9781788998369","provider":"Atlantic Books","version":"1.0","type":"link"}