Julia is a strong, general-purpose, high-level programming language that is gaining traction as a possible rival to Python and R, focusing on machine learning. Even though it is a general-purpose programming language that Machine learners can use to create a wide range of applications, it is best suited to high-performance numerical analysis and computational research. Julia is helping organizations in making use of machine learning. The LLVM framework is used to create Julia programs, and it is compiled on just-in-time or at run time. Julia allows machine learning professionals to work quickly without relying on manual profiling or optimization approaches to solve all performance issues.