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Getting Started With Julia
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Getting Started With Julia
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Overview of this book
Julia is a new programming language designed for the needs of data scientists, statisticians, scientific computing, and engineers. Usually these disciplines have had to use a variety of of tools and languages:
Matlab
Python with Numpy
R
C/C++ or Fortran for high performance
With Julia you can replace all these tools with one programming language, since it offers both flexibility and speed.
Julia is a young language with limited documentation and although rapidly growing, a small user community. Most developers today will know the object oriented paradigm used in mainstream languages such as Python, Java and C++. This presents a challenge switching to Julia which is more functionally oriented. This course will not only introduce the language, but also explain how to think differently about problems with the Julia approach.
Table of Contents (13 chapters)
Installation and Setup
Learning Basics in Julia
Working with Types
Input and Output
Modules and Packages
Object-Oriented Programming
Functional Programming in Julia
Collections
Parametric Types
Debugging and Testing
Metaprogramming
Performance
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