An Introduction To Linear Algebra In Julia

An Introduction To Linear Algebra In Julia

A quick overview of the linear algebra package in Julia. Julia seeks to target Scientific computing and numerical analysis, so it can be presumed that Julia is pretty good at linear algebra. Whenever I consider someone who would like to use the Julia language for Data Science, I always think about Python users. That being said, there are many differences between Python and Julia. Some of which are just slight differences in method calls, others are quite dramatic and change the way we work with numbers in the language. That in mind, I wanted to create a basic crash course in this article for those who might not be new to programming and linear algebra, but who are new to the Julia language.

A quick overview of the linear algebra package in Julia.

One great thing about the Julia programming language is the robust mathematics featured in the language. The language has some really great features that set it apart from similar languages in this regard. Linear algebra is extremely important for Data Science. Julia seeks to target Scientific computing and numerical analysis, so it can be presumed that Julia is pretty good at linear algebra. This is certainly the case, however, linear algebra in Julia is built into the core of the language, which is less common than one might think in programming. Adding to the differences between Julia and other similar programming languages, algebraic expressions and syntax is quite different to a lot of other options.

Whenever I consider someone who would like to use the Julia language for Data Science, I always think about Python users. That being said, there are many differences between Python and Julia. Some of which are just slight differences in method calls, others are quite dramatic and change the way we work with numbers in the language. That in mind, I wanted to create a basic crash course in this article for those who might not be new to programming and linear algebra, but who are new to the Julia language.

data-science programming julia

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