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

Język publikacji: angielskim
Julia Programming Projects. Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web Adrian Salceanu - okladka książki

Julia Programming Projects. Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web Adrian Salceanu - okladka książki

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Bądź pierwszym, który oceni tę książkę
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500
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Do przechowalni

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.
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O autorze książki

Adrian Salceanu is the creator and lead maintainer of Genie Framework. He has over two decades of professional work experience as a web developer and software architect, leading agile teams in developing, scaling, and maintaining business critical, data-intensive web applications. Currently, he is the technical founder and CEO of Genie Cloud, a no-code app development platform built with Genie. Adrian is the author of Julia Programming Projects (published by Packt in 2018) and an enthusiastic JuliaLang open-source contributor. He has two master’s degrees, one in Computing, and another in Advanced Computer Science.

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