Should I learn R or Julia?

Julia is faster than Python and R because it is specifically designed to quickly implement the basic mathematics that underlies most data science, like matrix expressions and linear algebra. It hopes that Julia will overtake Python and R as the central language for data science, and particularly for machine learning.

Is R still a good language to learn in 2021?

While R is a great language for statistics, data-analysis, and machine-learning, it is not without its problems. Some Data Scientists also never need to run thread-hungry machine-learning algorithms.

Is Julia hard to learn?

How Hard is It to Learn Julia? The Julia language is considered quite a difficult language to learn because the syntax is not as simple as that of other languages. Also, there are fewer study materials than you may find for a language like Python or C, which have both been around for years longer than JUlia.

Should I learn Julia at all?

Right now, Julia is still very much in development (v0.2-0.3). While a majority of the base language has been written, there’s no guarantee that there won’t be breaking changes. As such, if you want to learn Julia so that you immediately have a language to ML for production systems, it’s not the right time. However, should you learn Julia at all?

Should I learn Julia as the first programming language in engineering?

There is no reason to not consider Julia as the first language to learn. Also try out Jupyter notebook with it (IJulia). As you are in first year of engineering, I would also suggest you to explore different programming languages and paradigms. Learn Data Structures and algorithms. It will help you throughout your life.

Why is Julia so different from Python?

Not only as a result of its differently written language, but also its many interesting, and sometimes downright astounding quirks. Firstly, Julia’s syntax is somewhat similar to Python, but this similarity can be found in most programming languages, especially statistical languages.

How stable is the Julia language?

Many other answers mention that Julia is not very mature or stable. This was true when they were written, but that was years ago. Today, Julia is on version 1.3.1, and the entire 1.x series guarantees backward compatibility.