This tutorial is about getting in touch with the Julia programming language that "makes it easy to express many object-oriented and functional programming patterns". It mainly focuses on (i) set up the Julia environment, (ii) run a set of simple examples on creating matrices, plotting charts, and executing simple for-loops with CUDA, and (iii) go through introductory examples on machine learning (Regression and Decision Trees).