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Key benefits

Work with powerful open-source libraries for data wrangling, analysis, and visualization

Develop full-featured, full-stack web applications

Learn to perform supervised and unsupervised machine learning and time series analysis with Julia

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 learn

Leverage Julia s strengths, its top packages, and main IDE options

Analyze and manipulate datasets using Julia and DataFrames

Write complex code while building real-life Julia applications

Develop and run a web app using Julia and the HTTP package

Build a recommender system using supervised machine learning

Perform exploratory data analysis

Apply unsupervised machine learning algorithms

Perform time series data analysis, visualization, and forecasting

What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Frequently bought together

Julia 1.0 Programming Cookbook

Nov 2018 460 pages

3.3 (4)

eBook

₹799.99 ~~₹2919.99~~

Julia Programming Projects

Dec 2018 500 pages

4 (10)

eBook

₹799.99 ~~₹2919.99~~

Julia 1.0 Programming

Sep 2018 196 pages

3.5 (2)

eBook

₹799.99 ~~₹2621.99~~

Total ₹ 10,576.97

₹3649.99

₹3276.99

Total ₹ 10,576.97

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Amazon verified reviews

Kota Mori Mar 02, 2019

This book covers various tips about the Julia language: from installation, REPL, data types, and all the way through package development. I find the last part -- package development -- is quite unique for this book. I would recommend this book to people who are looking for "Advanced R" and/or "R packages" for Julia; Like the Wickham's books, this book helps one to turn a user into a developer.I would also note that this book does not cover so much about data science and statistics. If you want to learn data analysis in Julia, there would be better choice than this book.

Amazon Verified review

Jim and Virginia Davidson Jan 24, 2019

This book is a great place to begin learning Julia if you have some background in programming. I am quite new to Julia, but have programmed in Matlab, Fortran, Python, C#, etc.I have not yet read all the book, but so far, have found it very well done. The text seems accurate based on my experience with Julia, up to date, and the examples and projects are helpful. The writing style is easy to follow. 5 stars for sure!

dougfort Feb 08, 2020

The projects are clear, detailed and show production quality code.

Amazon Customer Feb 07, 2019

Bom livro sobre a linguagem Julia.

Massimiliano Bertinetti Aug 11, 2019

Thank you Adrian for this clear guide for starting with Julia Programming!

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

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