Web Development With Julia And Genie

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Web Development With Julia And Genie

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Author : Ivo Balbaert
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-11-29

Web Development With Julia And Genie written by Ivo Balbaert 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 2022-11-29 with Computers categories.

Get a practical overview of web development in Julia and learn how to build MVC applications with a REST API, and an interactive data dashboard using the Genie web framework Key FeaturesA tutorial on web development from Julia expert, Ivo Balbaert and the creator of the Genie framework, Adrian SalceanuA step-by-step approach to building a complete web app with the Genie frameworkDevelop secure and fast web apps using server-side development on JuliaBook Description Julia's high-performance and scalability characteristics and its extensive number of packages for visualizing data make it an excellent fit for developing web apps, web services, and web dashboards. The two parts of this book provide complete coverage to build your skills in web development. First, you'll refresh your knowledge of the main concepts in Julia that will further be used in web development. Then, you'll use Julia's standard web packages and examine how the building blocks of the web such as TCP-IP, web sockets, HTTP protocol, and so on are implemented in Julia's standard library. Each topic is discussed and developed into code that you can apply in new projects, from static websites to dashboards. You'll also understand how to choose the right Julia framework for a project. The second part of the book talks about the Genie framework. You'll learn how to build a traditional to do app following the MVC design pattern. Next, you'll add a REST API to this project, including testing and documentation. Later, you'll explore the various ways of deploying an app in production, including authentication functionality. Finally, you'll work on an interactive data dashboard, making various chart types and filters. By the end of this book, you'll be able to build interactive web solutions on a large scale with a Julia-based web framework. What you will learnUnderstand how to make a web server with HTTP.jl and work with JSON data over the webDiscover how to build a static website with the Franklin frameworkExplore Julia web development frameworks and work with themUncover the Julia infrastructure for development, testing, package management, and deploymentDevelop an MVC web app with the Genie frameworkUnderstand how to add a REST API to a web appCreate an interactive data dashboard with charts and filtersTest, document, and deploy maintainable web applications using JuliaWho this book is for This book is for beginner to intermediate-level Julia programmers who want to enhance their skills in designing and developing large-scale web applications. The book helps you adopt Genie without any prior experience with the framework. Julia programming experience and a beginner-level understanding of web development concepts are required.

Rust Web Programming

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Author : Maxwell Flitton
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-01-27

Rust Web Programming written by Maxwell Flitton 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 2023-01-27 with Computers categories.

Use the Rust programming language to build fully functional web applications with async Rust to amplify security and boost the performance of your programs Key Features Work with cutting-edge web techniques such as distroless Rust servers, Terraform, and AWS deployment Get acquainted with async concepts such as actors and queuing tasks using lower-level frameworks like Tokio Build a full web application in Rust with a database, authentication, and frontend Book DescriptionAre safety and high performance a big concern for you while developing web applications? With this practical Rust book, you’ll discover how you can implement Rust on the web to achieve the desired performance and security as you learn techniques and tooling to build fully operational web apps. In this second edition, you’ll get hands-on with implementing emerging Rust web frameworks, including Actix, Rocket, and Hyper. It also features HTTPS configuration on AWS when deploying a web application and introduces you to Terraform for automating the building of web infrastructure on AWS. What’s more, this edition also covers advanced async topics. Built on the Tokio async runtime, this explores TCP and framing, implementing async systems with the actor framework, and queuing tasks on Redis to be consumed by a number of worker nodes. Finally, you’ll go over best practices for packaging Rust servers in distroless Rust Docker images with database drivers, so your servers are a total size of 50Mb each. By the end of this book, you’ll have confidence in your skills to build robust, functional, and scalable web applications from scratch.What you will learn Structure and build scalable Rust web apps by creating a basic to-do list web app Manage authentication and databases in Rust web applications Get to grips with wrapping web applications in distroless Understand the building blocks of web development such as HTTPS, TCP, and middleware Build app infrastructure on AWS using Terraform with databases, servers, load balancers, HTTPS, and URL routing Build end-to-end tests using Postman Build async systems implementing the actor model using Tokio Who this book is for This Rust programming book is for web developers who want to learn and implement Rust to build web applications. Developers familiar with languages such as Python, Ruby, and JS will be able to use this book to build high performant web apps with Rust. Although no prior experience in Rust is necessary, a solid understanding of web development principles, along with basic knowledge of HTML, CSS, and JavaScript, is necessary to get the most out of this book.

Advanced Julia Programming Comprehensive Techniques And Best Practices

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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2024-12-11

Advanced Julia Programming Comprehensive Techniques And Best Practices written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-11 with Computers categories.

Unlock the full potential of Julia, the high-performance language designed for technical computing, with "Advanced Julia Programming: Comprehensive Techniques and Best Practices." This book serves as an essential resource for both newcomers and seasoned developers eager to deepen their understanding and enhance their skills in Julia. "Advanced Julia Programming: Comprehensive Techniques and Best Practices" provides an in-depth exploration of Julia’s features, sophisticated programming paradigms, and real-world applications. From mastering Julia's syntax and package ecosystem to exploring advanced topics like functional programming, concurrent and parallel computing, and web application development, this book leaves no stone unturned. Each chapter is thoughtfully designed to build on the previous one, creating a coherent and thorough learning experience. You'll delve into key subjects such as Julia's type system, multiple dispatch, performance optimization, metaprogramming, and language interoperability. With a focus on writing efficient, elegant, and robust code, this guide offers rich, practical examples, exercises, and case studies to immediately apply your newfound knowledge and observe its impact in practical applications. Ideal for those involved in scientific research, high-performance computing, or anyone fascinated by the expanding capabilities of Julia, "Advanced Julia Programming: Comprehensive Techniques and Best Practices" is your gateway to mastering this dynamic language. Begin your journey to becoming an expert in Julia and explore the limitless possibilities of high-performance programming.

Layered Design For Ruby On Rails Applications

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Author : Vladimir Dementyev
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-08-30

Layered Design For Ruby On Rails Applications written by Vladimir Dementyev 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 2023-08-30 with Computers categories.

Transition from the traditional Rails MVC trio to an abstraction model and evolve your application codebase with synchronized components, boosting flexibility and maintainability Key Features Understand Rails' architectural patterns along with its advantages and disadvantages Organize business logic in Rails apps when the default approach is insufficient Introduce new abstractions to address design problems Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe Ruby on Rails framework boosts productivity by leveraging the convention-over-configuration principle and model-view-controller (MVC) pattern, enabling developers to build features efficiently. This initial simplicity often leads to complexity, making a well-structured codebase difficult to maintain. Written by a seasoned software engineer and award-winning contributor to many other open-source projects, including Ruby on Rails and Ruby, this book will help you keep your code maintainable while working on a Rails app. You’ll get to grips with the framework’s capabilities and principles to harness the full potential of Rails, and tackle many common design problems by discovering useful patterns and abstraction layers. By implementing abstraction and dividing the application into manageable modules, you’ll be able to concentrate on specific parts of the app development without getting overwhelmed by the entire codebase. This also encourages code reuse, simplifying the process of adding new features and enhancing the application's capabilities. Additionally, you’ll explore further steps in scaling Rails codebase, such as service extractions. By the end of this book, you’ll become a code design specialist with a deep understanding of the Rails framework principles.What you will learn Get to grips with Rails' core components and its request/response cycle See how Rails' convention-over-configuration principle affects development Explore patterns for software flexibility, extensibility, and testability in Rails Identify and address Rails' anti-patterns for cleaner code Implement design patterns for handling bloated models and messy views Expand from mailers to multi-channel notification deliveries Introduce different authorization models and layers to your codebase Take a class-based approach to configuration in Rails Who this book is for This book is for Rails application developers looking to efficiently manage the growing complexity of their projects. Whether you've recently launched your first Rails minimum viable product or are struggling to progress with a sizable monolithic application, this book is here to help. A deep understanding of core Rails principles is a must. Prior experience in building web apps using the Rails framework will help you understand and apply the concepts in the book in a better way.

Julia Programming For Physics Applications

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Author : R. Gökhan Türeci
language : en
Publisher: Springer Nature
Release Date : 2025-06-16

Julia Programming For Physics Applications written by R. Gökhan Türeci and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Science categories.

Navigating the realm where physics intersects with programming, this book serves as an indispensable guide for students embarking on their journey with Julia. Whether it is plotting equations or analyzing experimental data, mastering computational tools is essential for unraveling the complexities of physical phenomena. Julia, an open-source programming language, emerges as the bridge between simplicity and efficiency. While Python, another open-source language, offers user-friendly syntax, its line-by-line execution often leads to sluggish performance. Julia, however, embodies the ethos of being "as easy as Python but as fast as C/C++," tailored specifically for scientific computing with ongoing developmental enhancements. Notably, Microsoft's AI assistant Copilot is crafted in Julia, showcasing its versatility and adaptability. Within these pages, readers encounter cutting-edge research illustrating Julia's prowess across diverse domains. From streamlined code composition facilitated by modular architecture to the integration of artificial intelligence and graphical visualization, this book illuminates Julia's multifaceted applications. It notably avoids delving into AI algorithms, instead focusing on equipping readers with foundational Julia skills applicable to physics problem-solving. Julia boasts an extensive library ecosystem tailored for scientific computing, empowering users with tools for tasks ranging from differential equation solving to statistical analysis. Its robust support for parallel processing enables swift computations on multi-core systems, a crucial asset for handling voluminous datasets with finesse. Starting with a primer on Julia fundamentals, the book gradually transitions to practical applications across various physics subdomains. From nuclear physics to high-energy phenomena, each chapter offers hands-on exercises that cement comprehension and foster proficiency in employing computational methods to unravel complex physical phenomena. Designed as a precursor to deeper explorations into AI applications within scientific realms, this book lays the groundwork for harnessing Julia's capabilities in physics-centric contexts.

Julia For Data Analysis

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Author : Bogumil Kaminski
language : en
Publisher: Simon and Schuster
Release Date : 2023-01-10

Julia For Data Analysis written by Bogumil Kaminski and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-10 with Computers categories.

Julia for Data Analysis teaches you how to handle core data analysis tasks with the Julia programming language. You'll start by reviewing language fundamentals you'll master essential data analysis skills through engaging examples. Along the way, you'll learn to easily transfer existing data pipelines to Julia.

Engineering Manager S Handbook

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Author : Morgan Evans
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-08

Engineering Manager S Handbook written by Morgan Evans 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 2023-09-08 with Computers categories.

A comprehensive guide to engineering management packed with tips, tricks, and techniques to drive results Key Features Acquire the necessary skills to manage engineers across various settings Gain valuable insights into engineering leadership, people management, and driving organizational change Discover pitfalls to avoid as a new engineering manager and understand their causation Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDelightful and customer-centric digital products have become an expectation in the world of business. Engineering managers are uniquely positioned to impact the success of these products and the software systems that power them. Skillful managers guide their teams and companies to develop functional and maintainable systems. This book helps you find your footing as an engineering manager, develop your leadership style, balance your time between engineering and managing, build successful engineering teams in different settings, and work within constraints without sacrificing technical standards or team empathy. You’ll learn practical techniques for establishing trust, developing beneficial habits, and creating a cohesive and high-performing engineering team. You’ll discover effective strategies to guide and contribute to your team’s efforts, facilitating productivity and collaboration. By the end of this book, you’ll have the tools and knowledge necessary to thrive as an engineering manager. Whether you’re just starting out in your role or seeking to enhance your leadership capabilities, this handbook will empower you to make a lasting impact and drive success in your organization.What you will learn Pitfalls common to new managers and how to avoid them Ways to establish trust and authority Methods and tools for building world-class engineering teams Behaviors to build and maintain a great reputation as a leader Mechanisms to avoid costly missteps that end up requiring re-work Strategies to increase employee retention on your team Techniques to facilitate better product outcomes Who this book is forThis book is a valuable resource for software engineers and developers transitioning into engineering management roles, equipping you with best practices and insights to navigate the new responsibilities effectively. Whether you're a newly promoted engineering manager or an experienced one seeking immediate answers to challenges, this comprehensive and up-to-date guide provides the support you need. Familiarity with the software development lifecycle, including concepts like version control, code review, and deployment, is required.

Julia Programming Projects

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Author : Adrian Salceanu
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-12-26

Julia Programming Projects written by Adrian Salceanu 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 2018-12-26 with Computers categories.

A step-by-step guide that demonstrates how to build simple-to-advanced applications through examples in Julia Lang 1.x using modern tools Key FeaturesWork with powerful open-source libraries for data wrangling, analysis, and visualizationDevelop full-featured, full-stack web applications Learn to perform supervised and unsupervised machine learning and time series analysis with JuliaBook Description Julia is a new programming language that offers a unique combination of performance and productivity. Its powerful features, friendly syntax, and speed are attracting a growing number of adopters from Python, R, and Matlab, effectively raising the bar for modern general and scientific computing. After six years in the making, Julia has reached version 1.0. Now is the perfect time to learn it, due to its large-scale adoption across a wide range of domains, including fintech, biotech, education, and AI. Beginning with an introduction to the language, Julia Programming Projects goes on to illustrate how to analyze the Iris dataset using DataFrames. You will explore functions and the type system, methods, and multiple dispatch while building a web scraper and a web app. Next, you'll delve into machine learning, where you'll build a books recommender system. You will also see how to apply unsupervised machine learning to perform clustering on the San Francisco business database. After metaprogramming, the final chapters will discuss dates and time, time series analysis, visualization, and forecasting. We'll close with package development, documenting, testing and benchmarking. By the end of the book, you will have gained the practical knowledge to build real-world applications in Julia. What you will learnLeverage Julia's strengths, its top packages, and main IDE optionsAnalyze and manipulate datasets using Julia and DataFramesWrite complex code while building real-life Julia applicationsDevelop and run a web app using Julia and the HTTP packageBuild a recommender system using supervised machine learning Perform exploratory data analysis Apply unsupervised machine learning algorithmsPerform time series data analysis, visualization, and forecastingWho this book is for Data scientists, statisticians, business analysts, and developers who are interested in learning how to use Julia to crunch numbers, analyze data and build apps will find this book useful. A basic knowledge of programming is assumed.

Julia 1 0 Programming Complete Reference Guide

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Author : Ivo Balbaert
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-05-20

Julia 1 0 Programming Complete Reference Guide written by Ivo Balbaert 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 2019-05-20 with Computers categories.

Learn dynamic programming with Julia to build apps for data analysis, visualization, machine learning, and the web Key FeaturesLeverage Julia's high speed and efficiency to build fast, efficient applicationsPerform supervised and unsupervised machine learning and time series analysisTackle problems concurrently and in a distributed environmentBook Description Julia offers the high productivity and ease of use of Python and R with the lightning-fast speed of C++. There’s never been a better time to learn this language, thanks to its large-scale adoption across a wide range of domains, including fintech, biotech and artificial intelligence (AI). You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. This Learning Path walks you through two important collection types: arrays and matrices. You’ll be taken through how type conversions and promotions work, and in further chapters you'll study how Julia interacts with operating systems and other languages. You’ll also learn about the use of macros, what makes Julia suitable for numerical and scientific computing, and how to run external programs. Once you have grasped the basics, this Learning Path goes on to how to analyze the Iris dataset using DataFrames. While building a web scraper and a web app, you’ll explore the use of functions, methods, and multiple dispatches. In the final chapters, you'll delve into machine learning, where you'll build a book recommender system. By the end of this Learning Path, you’ll be well versed with Julia and have the skills you need to leverage its high speed and efficiency for your applications. This Learning Path includes content from the following Packt products: Julia 1.0 Programming - Second Edition by Ivo BalbaertJulia Programming Projects by Adrian SalceanuWhat you will learnCreate your own types to extend the built-in type systemVisualize your data in Julia with plotting packagesExplore the use of built-in macros for testing and debuggingIntegrate Julia with other languages such as C, Python, and MATLABAnalyze and manipulate datasets using Julia and DataFramesDevelop and run a web app using Julia and the HTTP packageBuild a recommendation system using supervised machine learningWho this book is for If you are a statistician or data scientist who wants a quick course in the Julia programming language while building big data applications, this Learning Path is for you. Basic knowledge of mathematics and programming is a must.

Mastering Flask Web And Api Development

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Author : Sherwin John C. Tragura
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-08-16

Mastering Flask Web And Api Development written by Sherwin John C. Tragura 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 2024-08-16 with Computers categories.

Discover how to construct API and web components, build enterprise-grade applications, design and implement unit and behavioral testing, and plan deployment strategies for scalable Flask 3 applications Key Features Implement web and API applications using both standard and asynchronous Flask components Improve your dev experience with signals, route decorators, async/await design patterns, context managers, and nested blueprints Tie all the features together in each chapter through practical, relatable applications Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionFlask is a popular Python framework known for its lightweight and modular design. Mastering Flask Web and API Development will take you on an exhaustive tour of the Flask environment and teach you how to build a production-ready application. You’ll start by installing Flask and grasping fundamental concepts, such as MVC and ORM database access. Next, you’ll master structuring applications for scalability through Flask blueprints. As you progress, you’ll explore both SQL and NoSQL databases while creating REST APIs and implementing JWT authentication, and improve your skills in role-based access security, utilizing LDAP, OAuth, OpenID, and databases. The new project structure, managed by context managers, as well as ASGI support, has revolutionized Flask, and you’ll get to grips with these crucial upgrades. You'll also explore out-of-the-box integrations with technologies, such as RabbitMQ, Celery, NoSQL databases, PostgreSQL, and various external modules. The concluding chapters discuss enterprise-related challenges where Flask proves its mettle as a core solution. By the end of this book, you’ll be well-versed with Flask, seeing it not only as a lightweight web and API framework, but also as a potent problem-solving tool in your daily work, addressing integration and enterprise issues alongside Django and FastAPI.What you will learn Prepare, set up, and configure development environments for both API and web applications Explore built-in serializers and encoders that processes request and response data Solve big data issues by integrating Flask applications with NoSQL databases Apply various ORM and ODM techniques to build model and repository layers Integrate with OpenAPI, Circuit Breaker, ZooKeeper, and OpenTracing to build scalable API applications Use Flask middleware to provide CRUD transactions for Flutter-based mobile applications Who this book is for This book is for proficient Python developers seeking a deeper understanding of the Flask framework as a solution for tackling enterprise challenges. It is also a great resource for Flask-savvy readers eager to learn more about the framework’s advanced capabilities and new features.