This book introduces the popular, powerful and free programming language and software package Julia, focuses on implementation of standard tools and methods used in econometrics.

This hands-on guide uses Julia Programming Language to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch.

An accessible, intuitive, and highly efficient makes Julia a formidable language for data science. This book will get readers up to speed on key features of the Julia language and illustrate its facilities for data science and machine learning work.

This hands-on guide uses Julia Programming Language to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch..

This book presents the theory and methods, together with the implementation of the algorithms using the Julia programming language. The book covers computer arithmetic, root-finding, numerical quadrature and differentiation, and approximation theory.

Inside this book, you'll find step-by-step instructions, real-world case studies, and practical exercises that guide you from the basics of Julia syntax to advanced topics like object-oriented and functional programming.