Adrian Salceanu's Books

Julia 1.0 Programming Complete Reference Guide

Discover Julia, a high-performance language for technical computing

By: Ivo Balbaert,Adrian Salceanu

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Julia 1.0 Programming Complete Reference Guide

Discover Julia, a high-performance language for technical computing

By: Ivo Balbaert,Adrian Salceanu

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.

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455

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Packt Publishing Ltd

Published Date

ISBN 10

1838824677

ISBN 13

9781838824679

Julia Programming Projects

Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web

By: Adrian Salceanu

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Julia Programming Projects

Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web

By: Adrian Salceanu

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.

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494

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Packt Publishing Ltd

Published Date

ISBN 10

1788297253

ISBN 13

9781788297257

Web Development with Julia and Genie

A hands-on guide to high-performance server-side web development with the Julia programming language

By: Ivo Balbaert,Adrian Salceanu,Logan Kilpatrick

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Web Development with Julia and Genie

A hands-on guide to high-performance server-side web development with the Julia programming language

By: Ivo Balbaert,Adrian Salceanu,Logan Kilpatrick

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.

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254

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1801810958

ISBN 13

9781801810951

Web Development with Julia and Genie

A hands-on guide to high-performance server-side web development with the Julia programming language

By: Ivo Balbaert,Adrian Salceanu,Logan Kilpatrick

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Web Development with Julia and Genie

A hands-on guide to high-performance server-side web development with the Julia programming language

By: Ivo Balbaert,Adrian Salceanu,Logan Kilpatrick

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Solve jigsaw puzzle

Age

Page Count

254

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1801810958

ISBN 13

9781801810951

Julia 1.0 Programming Complete Reference Guide

Discover Julia, a high-performance language for technical computing

By: Ivo Balbaert,Adrian Salceanu

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Julia 1.0 Programming Complete Reference Guide

Discover Julia, a high-performance language for technical computing

By: Ivo Balbaert,Adrian Salceanu

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

455

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1838824677

ISBN 13

9781838824679

Julia Programming Projects

Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web

By: Adrian Salceanu

Write a review Read reviews Take a Quiz Solve Book Puzzle

Julia Programming Projects

Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web

By: Adrian Salceanu

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

494

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1788297253

ISBN 13

9781788297257

Book's by Adrian Salceanu

Julia 1.0 Programming Complete Reference Guide

Julia 1.0 Programming Complete Reference Guide

Julia Programming Projects

Julia Programming Projects

Web Development with Julia and Genie

Web Development with Julia and Genie

Web Development with Julia and Genie

Web Development with Julia and Genie

Julia 1.0 Programming Complete Reference Guide

Julia 1.0 Programming Complete Reference Guide

Julia Programming Projects

Julia Programming Projects

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