Julia Programming Projects

Adrian Salceanu

7 valoraciones de Goodreads

Idioma: inglés

Editorial: Packt Publishing Limited, GB, 2018

178829274X / 9781788292740

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Librería: Rarewaves.com UK, London, Reino UnidoRarewaves.com UK

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A step-by-step guide that demonstrates how to build simple-to-advanced applications through examples in Julia Lang 1.x using modern toolsKey FeaturesWork with powerful open-source libraries for data wrangling, analysis, and visualizationDevelop full-featured, full-stack web applicationsLearn to perform supervised and unsupervised machine learning and time series analysis with JuliaBook DescriptionJulia 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 learningPerform exploratory data analysisApply unsupervised machine learning algorithmsPerform time series data analysis, visualization, and forecastingWho this book is forData 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.…

N° de ref. del artículo LU-9781788292740

Título
Julia Programming Projects
Autor
Adrian Salceanu
Editorial
Packt Publishing Limited, GB
Año de publicación
2018
Estado
New
Encuadernación
Paperback
Idioma
inglés
ISBN 10
178829274X
ISBN 13
9781788292740

Rarewaves.com UK

London, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 11 de junio de 2025

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ArtículoDe 60 a 60 días hábilesDe 60 a 60 días hábiles
Primer artículoEUR 77,78EUR 119,66
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