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Intermediate Julia

Beginner
Updated 12/2024
Take your Julia skills to the next level with our intermediate Julia course. Learn about loops, advanced data structures, timing, and more.
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JuliaSoftware Development4 hours15 videos54 exercises4,500 XPStatement of Accomplishment

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Course Description

Julia is a relatively new programming language built with speed and performance in mind, and it can do this while maintaining a similar syntax to other programming languages such as Python or Ruby. This course follows the Introduction to Julia course, introducing topics such as looping and timing so that you can take advantage of Julia's speed and performance.

Build on Your Julia Foundations

Building on the core concepts of the introductory course, you will be one step closer to mastering Julia. You will first learn about different loops, one of the most common tools in Julia, and all programming languages.

Cover Advanced Julia Data Structures

You'll also cover advanced data structures, including dictionaries, tuples, and structs. In addition, you will learn how to define your own Julia functions for code re-usability and how to time your code to be as efficient as possible.

At the end of this course, you'll be able to work with more complex DataFrame operations to inspect and clean a global video game sales dataset broken down by region. You will also be able to leverage your Python and R knowledge in Julia as we introduce the PyCall and RCall packages, allowing you to use Python and R functions in Julia.

By the time you finish, you'll have built a strong Julia programming foundation which you can continue to develop through further courses.

Prerequisites

Introduction to Julia
1

Loops and Ranges

Start Chapter
2

Data Structures

Start Chapter
3

Advanced Functions in Julia

Start Chapter
4

Dataframe Operations and Python/R Packages in Julia

Start Chapter
Intermediate Julia
Course
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